Writing the unwritten and owning the incomplete: An autoethnographic reflection on addressing study limitations in scholarly research

Abstract

This analytic autoethnographic study explores the rhetorical and emotional dimensions of writing about limitations in academic research. Drawing on eight authored manuscripts, over 20 peer review reflections, annotated drafts, research memos, and professional correspondence, the inquiry examines how limitation-writing is shaped by the interplay of scholarly identity, institutional expectations, and disciplinary norms. Guided by the Standards for Reporting Qualitative Research and analyzed through reflexive thematic analysis, five interrelated themes emerged: the pressure to appear rigorous, justification as a defense mechanism, reviewer reflections, shifting toward acknowledgment, and evolving within academic institutional Culture. Findings suggest that early-career researchers, based on my experiences, may tend to soften, omit, or rationalize limitations to project methodological rigor and preserve academic credibility. These tendencies appear reinforced by institutional pressures and editorial expectations that implicitly reward completeness over critical transparency. Critical incidents in the peer review process served as turning points, encouraging more honest, vulnerable, and reflective engagement with limitations. Drawing from my dual role as both author and reviewer, I interrogated how normative academic behaviors are simultaneously challenged and reinforced. This study contributes to ongoing conversations on scholarly transparency, research ethics, and the emotional labor of academic writing. A cultural shift is proposed in how limitations are taught, written, and reviewed, one that centers reflexivity, epistemological humility, and authorial authenticity. Implications extend to graduate education, peer review training, and institutional policies that shape how researchers navigate the tension between acknowledgment and appearance in scholarly publishing.

Introduction

Writing a research article is a practice not only in intellectual rigor but also in rhetorical negotiation. Among its many components, the limitations section is often treated as an afterthought—compressed into a few lines, strategically worded, or, in some cases, omitted entirely. Despite its critical function in signaling transparency, delineating the boundaries of inference, and indicating directions for further inquiry, this section frequently receives far less attention than the main body of the research narrative. This neglect is partly a product of academic pressures related to publication, the desire to present methodologically sound work, and concerns about scholarly reputation (Price and Murnan, 2004; Ross and Bibler Zaidi, 2019).

In many scholarly contexts, an implicit demand for certainty and conclusiveness encourages researchers to present their studies as more complete or robust than they truly are (Hadan et al., 2024; O’Brien et al., 2014). Consequently, when limitations are acknowledged, they are often immediately justified or softened, phrases such as “despite the small sample size, the results remain valid. . .” serve less as disclosures and more as rhetorical buffers. This reflexive tendency transforms the limitations section into a site of strategic self-preservation, rather than a space for genuine scholarly humility. Cortes et al. (2023) observe that academic writers frequently hedge their limitations rather than confront them directly, resulting in what they term a performance of completeness.

Scholars have long acknowledged the importance of the limitations section as a marker of transparency and reflexivity, yet it remains one of the most inconsistently developed components of academic manuscripts (Ross and Bibler Zaidi, 2019; Sumpter et al., 2023). In my experience as both a research author and peer reviewer, I have witnessed this inconsistency first-hand. Writing my own manuscripts often involved internal debates about how much vulnerability to display without jeopardizing credibility. Reviewing the work of others, I have noticed frequent tendencies to obscure limitations under layers of technical jargon or, conversely, to ignore them entirely, making critical appraisal difficult and undermining the ideal of scholarly openness.

Academic writing, as Hyland (2002) suggests, is not simply about reporting findings but also about constructing an identity, asserting one’s competence, legitimacy, and authority within the academic community. Within this performative landscape, the limitations section becomes a discursive battleground where researchers balance the imperative for honesty against the pressure to maintain perceived rigor. To admit a limitation is to risk weakening the manuscript’s argumentative strength; to justify it is to reassert control. The tension between these competing impulses lies at the heart of this inquiry.

Although growing bodies of literature recognize the value of reporting limitations, much of this work is oriented toward editorial guidelines, best practices for authors, or linguistic markers like hedging and bias statements (Clarke et al., 2024; Cortes et al., 2023; Sumpter et al., 2023). Ross and Bibler Zaidi (2019), for instance, identify that limitations may be downplayed due to a lack of understanding, space constraints, or the belief that editors will catch flaws. However, less attention has been paid to the experiential and affective dimensions of writing limitations, how researchers, particularly early-career scholars, emotionally and rhetorically navigate this task under institutional, cultural, and identity-based pressures. This study addresses that gap by using autoethnography to reflect on moments of ambivalence, negotiation, and insight involved in limitation-writing, moving beyond checklists and toward critical self-inquiry.

Viewed through the lens of autoethnography, a method grounded in personal experience and cultural critique, these rhetorical, and ethical tensions become more visible (Ellis et al., 2011). This paper adopts an analytic autoethnographic stance to interrogate my own scholarly practices in writing and reviewing limitations sections. Rather than distancing myself from the object of study, I use personal narrative and professional reflection as legitimate sources of knowledge that can illuminate broader institutional norms and academic values.

This inquiry is particularly relevant amid increasing calls for research transparency, open science, and academic integrity. As journals and funding agencies now emphasize reproducibility, open data, and clear disclosures, the honest articulation of limitations is no longer optional—it is an ethical obligation and a professional imperative. Yet without critical reflection on how researchers are socialized to construct these sections, such calls for openness may merely reinforce performative compliance rather than foster genuine transparency.

Hence, this autoethnographic article seeks to unpack the rhetorical, cultural, and emotional dimensions of writing about limitations within an academic culture that prioritizes certainty, objectivity, and performative rigor over reflexivity, transparency, and epistemic humility. Drawing on moments of hesitation, revision, and reviewer response, I reflect on how the act of writing and evaluating limitations reveals deeper concerns related to epistemic humility, scholarly identity, and institutional power. The study is guided by the following research questions (RQs):

1. How do I, as both an author and peer reviewer, interpret, and experience the process of articulating study limitations?

2. What rhetorical and academic cultural pressures influence the decision to justify rather than acknowledge limitations?

3. How can autoethnographic reflection offer insights into more transparent, ethical, and constructive approaches to writing limitations sections in scholarly research?

Methodology

Research design

This study employs an analytic autoethnographic design, a qualitative research approach that integrates personal narrative with critical analysis to explore how researchers construct, justify, and negotiate the limitations section in scholarly writing (Anderson, 2006; Chang, 2008). Autoethnography is particularly suited to inquiries that involve reflexivity, identity, and institutional critique, as it situates the researcher’s lived experiences within broader sociocultural and disciplinary contexts (Ellis et al., 2011). Consistent with the principles of analytic autoethnography, this study is deeply reflexive, foregrounding the dual positionality of the researcher as both an author and peer reviewer. Rather than treating personal experience as anecdotal, the research engages with these experiences as legitimate sources of knowledge that illuminate larger cultural norms and rhetorical practices in academia.

Importantly, this paper is guided by the Standards for Reporting Qualitative Research (SRQR) developed by O’Brien et al. (2014), ensuring that the study meets recognized benchmarks for transparency, methodological coherence, and ethical rigor. The SRQR framework has informed decisions regarding the articulation of research aims, context, methodological choices, data sources, analytic procedures, reflexivity, and trustworthiness (Yadav, 2022). In doing so, the study seeks to model best practices in qualitative research reporting and provide a credible, transferable, and well-contextualized account of the phenomenon under investigation.

Data sources and selection

This study draws from a diverse and purposefully selected set of personal and professional documents that capture the nuanced decision-making processes involved in writing and reviewing limitations sections in scholarly work. These data sources reflect my dual positionality as both a research author and peer reviewer, offering a layered perspective on rhetorical choices, institutional pressures, and scholarly identity.

Five primary data sources were included:

1. Personal Manuscripts. Eight research manuscripts authored between 2020 and 2024 were analyzed, including six published works and two unpublished drafts. These manuscripts represent a range of methodological paradigms, such as qualitative (e.g. case study, autoethnography, narrative inquiry), quantitative (e.g. quasi-experimental design, structural equation modeling, meta-analysis), and mixed methods. They were selected based on their direct engagement with limitation-writing and serve as a corpus to trace rhetorical shifts over time.

2. Peer Review Notes. Reflective memos and debriefings from 22 manuscript reviews I conducted for journals in science education and educational research were examined. These documents reveal patterns in how limitations are assessed, reinforced, or challenged during peer review.

3. Annotated Drafts. A total of 17 annotated drafts, comprising various versions of the eight manuscripts, were included. These drafts contain margin comments, tracked changes, and highlights that capture revision decisions prompted by internal deliberation, reviewer feedback, or co-author input.

4. Personal Reflections and Research Diaries. Twenty-one journal entries and reflective memos written during manuscript preparation, submission, and revision were analyzed. These texts document moments of rhetorical tension, uncertainty, and emotional labor related to limitation-writing.

5. Email Correspondence. Forty-two email exchanges with co-authors, editors, and reviewers were reviewed. These communications offered insights into collaborative negotiation, editorial framing, and institutional expectations that shape how limitations are articulated.

All data were selected through criterion-based sampling, prioritizing relevance to the research questions and their capacity to reveal rhetorical, emotional, and institutional dimensions of limitation-writing (Memon et al., 2024). The integration of multiple data types and methodological perspectives enabled a comprehensive and reflexive understanding of how scholarly limitations are written, justified, reworded, or left unstated. . .

Data generation and analysis

This study drew on retrospective narrative inquiry and reflexive thematic analysis (Braun and Clarke, 2006, 2021) to examine how researchers, myself included, navigate the rhetorical, emotional, and institutional dimensions of writing and reviewing limitations sections. Narrative inquiry enabled me to trace the evolution of meaning across time and context, while reflexive thematic analysis offered a flexible yet rigorous process to interpret lived experience with attention to nuance, subjectivity, and power.

The data set was composed of authored and co-authored manuscripts (published, revised, and in-progress), peer review reports (both anonymous and signed), reflexive memos and journal entries, and professional correspondence, including emails with co-authors, reviewers, and editors. These diverse sources offered distinct vantage points. Manuscripts reflected rhetorical decisions and revisions; reviews exposed external perceptions, evaluations, and expectations; memos captured internal reactions such as frustration, doubt, or resistance; and email exchanges documented informal negotiations often absent in the final texts. Together, these materials allowed for a layered and multi-perspectival understanding of the writing and reviewing process.

Following Braun and Clarke’s (2006, 2019) six-phase framework, illustrated in Figure 1, I began with data familiarization, which involved reading across all materials repeatedly to identify initial patterns, emotional triggers, and rhetorical shifts. In one manuscript draft, for example, I noticed how a paragraph originally devoted to methodological limitations was later rewritten to emphasize future research opportunities, a strategic redirection I had also noted in a memo as being driven by fear of rejection. In contrast, peer reviewer reports often emphasized methodological completeness or clarity, occasionally prompting me to revise the tone of limitation sections to sound more confident or defensible. These early observations helped illuminate tensions between transparency and perceived scholarly competence.

Figure 1.

Six-phase reflexive thematic analysis in exploring limitation-writing practices.

During initial coding, I generated a range of descriptive and interpretive codes across data types. For example, a reviewer comment stating, “Please clarify whether these limitations invalidate the findings,” was coded as “credibility threat perception.” In contrast, a reflexive journal entry in which I wrote, “I’m worried this paragraph might be taken as a sign of weakness,” was coded as “fear of appearing inadequate.” Codes also captured rhetorical techniques such as “hedging,” “omission of uncertainty,” or “defensive justification.” Not all codes appeared in every data type. Emotional codes like “shame” and “reluctant compliance” were most prominent in memos, while technical codes like “terminological ambiguity” emerged primarily from manuscript drafts and reviewer feedback.

Codes were then grouped into candidate themes that reflected recurring tensions and rhetorical patterns. For instance, the theme “Justification as a Defense Mechanism” drew from codes such as “overexplaining,” “anticipating critique,” and “externalizing limitations,” highlighting the emotional and strategic work of presenting limitations without undermining scholarly credibility. Another theme, “Reviewer Reflections,” consolidated data segments showing how reviewers’ language shaped revision decisions, not just in content but also in tone. For example, a reviewer’s suggestion to “reframe the limitations as boundary-setting rather than flaws” led to rhetorical shifts in the next manuscript version, changes I tracked in annotated drafts and memo entries.

Theme development was iterative and recursive. Some themes were revised, renamed, or combined as my understanding deepened. For example, two early themes, “disciplinary gatekeeping” and “standardized authority performances,” were merged into the broader theme “Evolving within Academic Institutional Culture,” after I recognized that both referred to the same institutional logic driving self-censorship and rhetorical rigidity. Conversely, one broad theme on “self-presentation strategies” was later split into two: “The Pressure to Appear Rigorous” and “Shifting Toward Acknowledgment,” distinguishing between conformity to expectations and the gradual embrace of transparency. I documented these decisions in analytic memos and treated them as part of the meaning-making process.

In the final stage of analysis, I constructed an interpretive narrative grounded in these themes. Rather than simply reporting findings, I aimed to illuminate how emotional labor, disciplinary norms, and institutional logics co-produce the ways researchers write about limitations. This narrative is not a static representation of truth, but a situated and reflexively constructed account of how methodological vulnerability is rhetorically managed. The final themes: (1) The Pressure to Appear Rigorous, (2) Justification as a Defense Mechanism, (3) Reviewer Reflections, (4) Shifting Toward Acknowledgment, and (5) Evolving within Academic Institutional Culture, offered insights into the rhetorical and ethical complexities of academic writing as summarized in Table 1.

Table 1.

Generated themes and their descriptions.

Theme	Description	Alignment with RQs
1. The pressure to appear rigorous	Captures moments where I softened, omitted, or minimized limitations to make my research appear more robust or publishable.	Shows how I experience and interpret the pressures, both as an author and peer reviewer, that influence how I articulate study limitations (RQ1), and how academic culture pressures me to minimize limitations (RQ2).
2. Justification as defense mechanism	Identifies the linguistic strategies I use to rationalize limitations, such as hedging or framing them as negligible.	Reveals how rhetorical and academic cultural pressures lead me to justify limitations rather than openly acknowledge them (RQ2).
3. Reviewer reflections	Draws on my experiences as a peer reviewer and author to explore how I and others manage or obscure limitations and respond to these strategies.	Highlights how my dual role shapes my perceptions of transparency and justification in limitation writing (RQ1).
4. Shifting toward acknowledgment	Describes my turning points when I embraced vulnerability and moved toward more honest and humble acknowledgment of limitations.	Illustrates how my autoethnographic reflection leads me to adopt more transparent, ethical, and constructive approaches to writing limitations (RQ3).
5. Evolving within academic institutional culture	Examines the broader academic norms, journal expectations, and professional pressures that influence how I write, review, and perceive limitations.	Explores how external academic cultural factors affect my rhetorical choices and experiences when articulating limitations (RQ2).

Throughout the process, reflexivity was not a separate task but a constant orientation. My journaling practice helped surface discomforts and resistances that influenced my analytic decisions, such as the urge to defend rather than disclose, or the fear of revealing missteps. In one memo, I wrote, “Part of me still wants to revise that limitations section just to look more competent.” Rather than suppress such impulses, I treated them as analytic data. This reflexive engagement enhanced not only the richness of interpretation but also the ethical clarity of the research. The iterative, multi-source, and emotionally embedded nature of the process reinforced the study’s commitment to transparency, complexity, and epistemic responsibility.

Positionality and reflexivity

This study is anchored in a reflexive approach, recognizing the ways my social and academic positioning shaped the inquiry (Finlay, 2002; Olmos-Vega et al., 2022). As a licensed professional teacher, graduate student in science education, and associate member of a national research council, I bring a multifaceted perspective to this research. I have authored and co-authored multiple Scopus-indexed and peer-reviewed articles, participated in government-funded research projects, served as a peer reviewer for both local and international journals, and mentored early-career researchers navigating academic writing. These roles offered a unique vantage point for examining how researchers, including myself, negotiate the tensions between transparency, perceived methodological rigor, and institutional demands. As someone working within the interdisciplinary domain of science education, a field positioned between STEM and education, I also navigate unique pressures not always encountered in humanities or purely social science disciplines. The STEM influence in my field often foregrounds objectivity, precision, and methodological soundness, which can implicitly discourage open acknowledgment of limitations. This disciplinary nuance further shaped my rhetorical choices when writing about limitations. This dual identity, embedded in both the production and evaluation of knowledge, formed the core of the autoethnographic narrative and served as a source of epistemic accountability (Deroncele-Acosta et al., 2024).

Immersion in a publish-or-perish culture further intensified the rhetorical decisions I made while writing limitations sections. In the context of the Philippines, where institutions are increasingly driven to compete in global academic rankings, yet often lack the structural supports found in higher-income countries, researchers face compounded pressures to publish in Scopus- or Web of Science-indexed journals (Tudy, 2023). These dynamics reflect both global academic hierarchies and local institutional imperatives, shaping how early-career scholars navigate authorship and visibility. The academic pressure to appear complete and methodologically sound often led to softened disclosures or strategic omissions. Rather than treating these as isolated choices, I viewed them as patterned responses to systemic expectations. Reflexive journaling was used throughout the conduct of this study to track emotional responses, ethical dilemmas, and turning points in my analytic thinking (Karcher et al., 2024). These entries documented moments of internal conflict, including anxiety around appearing vulnerable, the temptation to defend rather than disclose, and the influence of journal policies and review practices on how limitations were framed. Subjectivity was not bracketed out but intentionally examined as a rich source of insight, allowing deeper engagement with the personal and cultural dimensions of academic writing (Lim, 2025).

The reflexive process unfolded within a diverse body of research work, encompassing qualitative case studies, autoethnography, narrative inquiry, quasi-experimental designs, structural equation modeling, meta-analyses, and mixed methods studies. These varied methodologies were not only sources of data but also sites of negotiation where competing notions of rigor, validity, and generalizability were constantly evaluated, by myself and by external reviewers. Understanding these methodological orientations is essential to contextualizing how limitations were framed. For instance, qualitative studies often invited more introspection and epistemological humility, whereas quantitative papers, particularly those using modeling or inferential statistics, were often subject to stricter expectations of completeness and control. These contrasting demands were central to the reflexive dilemmas I documented and critically engaged with.

Moreover, the types of reviewer feedback I received were often shaped by these methodological alignments. Qualitative reviewers tended to probe for deeper positionality, epistemic transparency, and critical engagement, whereas quantitative reviewers emphasized clarity of procedure, replicability, and statistical validity. These disciplinary expectations influenced how I responded to feedback and how I chose to present (or withhold) certain limitations. They also underscore a broader academic tension between what is recognized as “rigorous” and what is dismissed as insufficiently objective, tensions that are especially pronounced in interdisciplinary fields such as science education. While this section outlines my embodied experience of these dynamics, the discussion section revisits these issues at a broader conceptual level, analyzing how notions of rigor are socially constructed, and context-dependent.

Framing reflexivity as an ethical and methodological commitment allowed me to interrogate not only the content of my manuscripts but also the institutional structures shaping them (Bright et al., 2024). Rather than striving for a neutral standpoint, I embraced my positionality as a lens through which scholarly practices are enacted, challenged, and reimagined. This reflexive engagement underscored the importance of transparency, humility, and critical awareness in producing meaningful qualitative research.

Trustworthiness and ethical considerations

To ensure the credibility and integrity of the findings, this study drew on Lincoln and Guba’s (1985) criteria as cited in Nowell et al. (2017) for trustworthiness, incorporating strategies such as prolonged engagement, triangulation, peer debriefing, and thick description. Prolonged engagement involved immersive interaction with personal manuscripts, reflective journals, annotated drafts, and email correspondence, allowing sustained familiarity with the data and deeper analytic insight. Triangulation was achieved through the integration of multiple data source, from the dual perspectives of an author and a peer reviewer, which enabled a layered understanding of how limitations were written, justified, or omitted. Peer debriefing with two trusted colleagues served to test emerging interpretations and thematic coherence, strengthening the dependability and confirmability of the analysis (Nowell et al., 2017). Furthermore, constructive feedback received during the formal peer-review process for this journal played a critical role in refining the analysis. Reviewer insights prompted the renaming of themes and adjustments to their content, enhancing the distinctions, clarity, and rigor of the thematic framework.

Thick description was used to provide rich contextual detail about rhetorical decision-making, academic pressures, and disciplinary norms, which allows readers to assess the potential transferability of the findings to their own contexts (Eldh et al., 2020). Since the inquiry centers exclusively on my own lived experiences and personal documents, formal ethical clearance was not required. Nonetheless, ethical sensitivity remained a guiding principle throughout the study. To protect confidentiality and maintain professional integrity, no specific manuscript titles, journal names, or identifiable individuals are mentioned unless those sources are publicly available. This reflective and ethically informed approach aligns with contemporary calls for transparency, accountability, and care in autoethnographic and reflexive research (Adams et al., 2017).

Findings and reflection

This study employed analytic autoethnography to trace the intricate emotional, rhetorical, and institutional terrain I encountered while grappling with how to write about study limitations. The method provided space to critically reflect on my own experiences as an early-career scholar, while also situating them within broader academic norms and expectations. Through this reflexive process, five key themes emerged, each revealing the layered negotiations between vulnerability, scholarly voice, and institutional pressures.

Figure 2 illustrates my internal reflections as I navigated the complexities of writing the limitations section in academic research. Each bubble represents a theme that surfaced during this autoethnographic journey, capturing the evolving thoughts, emotions, and realizations I experienced throughout the process.

Figure 2.

Internal reflections on limitation-writing.

The pressure to appear rigorous

A recurring pattern across my manuscripts was the rhetorical downplaying of methodological limitations, particularly in early submissions. Phrases such as “While the study has some limitations, its findings remain robust” or “Despite certain constraints, the methodology ensured validity” exemplify a strategic softening of potential weaknesses. In several instances, limitations were placed at the end of the discussion section, framed briefly and vaguely, almost as an obligatory nod rather than a critical reflection. This pattern revealed an internalized pressure to project methodological completeness, rooted in the belief that acknowledging flaws too candidly might jeopardize publication or be read as a lack of scholarly rigor.

This performative treatment of limitations was not simply about language; it was rooted in a deep-seated anxiety about academic legitimacy. Especially when targeting high-impact journals, I internalized the belief that forthrightness about flaws could signal weak scholarship. In one unpublished draft, I omitted the limitations section altogether, fearing that foregrounding constraints, such as a small sample size or limited generalizability, would invite rejection. Instead, I emphasized theoretical contributions and alignment with existing literature, implicitly signaling rigor without exposing vulnerability. These decisions were not merely rhetorical strategies but reflections of deeper academic anxieties, what Macfarlane (2022) describes as the “performative demands” of scholarly authorship.

Over time, critical feedback from peer reviewers began to challenge this inclination. One reviewer directly noted the lack of transparency in a manuscript’s limitations section, commenting: “This section reads more like a justification than a critical reflection. Please consider being more specific and honest.” This marked a turning point, prompting me to examine the institutional culture that fosters an illusion of rigor through omission. It underscored the tension between appearing methodologically sound and engaging in honest scholarly reflection, a tension I began to confront more openly in later work.

Justification as defense mechanism

While the previous theme focused on the broader institutional and cultural pressure to portray research as polished and complete, a subtler, more personal pattern also emerged: the use of justification as a rhetorical shield. Across multiple manuscripts, I tended to rationalize methodological shortcomings not only to meet publication norms but also to protect myself from critique. These justifications often reframed limitations as deliberate design choices, thereby sidestepping vulnerability.

For instance, I wrote: “The use of a purposive sample was appropriate given the specific expertise required,” glossing over the fact that the participant pool was small due to limited access. In another case, I noted: “While the study was confined to a single institution, this context offers rich, in-depth insights,” preemptively deflecting concerns about generalizability. Such phrases blurred the boundary between methodological reasoning and defensive rhetoric.

In retrospect, these strategies were a form of authorial self-preservation. Like many early-career researchers, I had internalized a model of academic writing that treated limitations not as sites for intellectual exploration, but as threats to be neutralized. This habit was reinforced in peer review experiences where similar justifications by other authors, marked by “Nevertheless,” “Despite,” or “Still. . .,” went unchallenged. I began to recognize that justification, in this sense, was less about the science and more about the social navigation of gatekeeping practices in academia.

The core distinction between this theme and the former lies in locus and intention. Whereas “the pressure to appear rigorous” focused on structural and institutional forces shaping my presentation of findings, this theme explores the personal, emotional labor involved in framing those choices. Both are performative, but the latter is a more intimate form of self-protection embedded in scholarly prose.

Reviewer reflections

Serving as a peer reviewer for over 20 manuscripts across local and international journals, I developed a heightened sensitivity to the rhetorical maneuvers authors use to present limitations. Through this role, I often encountered familiar patterns, to wit: hedging, minimization, and strategic reframing, mirroring the very discursive practices I had used in my own writing. Authors frequently described sampling constraints, measurement limitations, or analytic boundaries in ways that appeared more apologetic than analytical. Phrases such as “This was beyond the scope of the study,” or “Due to time and resource constraints,” were recurrently used to pre-empt critique without critically engaging with the consequences of those constraints for the study’s validity, reliability, or transferability.

As a reviewer, I found myself increasingly compelled to call attention to these rhetorical justifications. My comments often urged authors to move beyond surface-level acknowledgments and to critically examine how such limitations shaped the scope, interpretations, and implications of their findings. In one review, I wrote: “Consider discussing not just what was omitted but how these omissions may influence the reader’s understanding of the results.” This type of feedback became a recurring pattern in my reviews, reflecting a shift in my scholarly stance, from defensiveness to advocacy for transparency.

These experiences not only informed how I evaluated the work of others but also transformed my own practices. The act of reviewing made visible the subtle but persistent culture of defensiveness embedded in scholarly communication. It revealed how institutional norms, expectations of rigor, and journal guidelines subtly incentivize performative completeness over reflective honesty. Reviewing became a mirror, what I criticized in others’ manuscripts helped me identify blind spots in my own. This dual perspective sharpened my awareness of the thin line between legitimate justification and rhetorical shielding, and reinforced the importance of fostering a culture where admitting limitations is seen not as a weakness, but as a marker of intellectual maturity and ethical scholarship.

Shifting toward acknowledgment

A key turning point in my scholarly writing occurred when I consciously chose to shift from masking limitations to acknowledging them as integral to the research narrative. Earlier in my academic journey, I often wrote limitations sections with caution, framing weaknesses as circumstantial and minimizing their perceived impact. However, across time and through deeper engagement with qualitative inquiry, I began to view transparency not as a threat to scholarly credibility but as a vital component of ethical research practice.

This shift was not abrupt, it emerged gradually through moments of discomfort and reflection. One such instance was during the revision of a manuscript submitted to a peer-reviewed journal, where a reviewer challenged my vague explanation of sampling constraints. Rather than simply expanding the justification, I re-wrote the limitations section to explicitly discuss how participant selection may have shaped the narratives I was able to access and interpret. I recognized that acknowledging the partiality of my findings did not weaken the study, but rather added contextual depth and intellectual honesty.

Another turning point came from rereading earlier manuscripts and confronting the subtle evasions embedded in my own language. Terms like “future research may address” or “this study only sought to. . .” functioned as polite deflections rather than meaningful reflection. In contrast, more recent manuscripts included statements such as: “This study was limited by its small sample size, which constrained the generalizability of findings, yet enabled a deeper, context-rich understanding of participant perspectives.” This linguistic shift signaled a growing comfort with vulnerability, owning the scope and boundaries of my work without diminishing its contribution.

Owning limitations became not only a rhetorical decision but also a methodological and ethical stance, aligned with calls in qualitative research to practice critical reflexivity and authenticity. It was through this shift that I began to see limitations not as blemishes to conceal but as points of entry for future dialog, collaboration, and epistemic humility. This reorientation allowed me to reframe the limitations section from a defensive closure to an open-ended invitation for continued inquiry.

Evolving within academic institutional culture

My journey as an academic researcher has been deeply shaped by the institutional culture of academia, particularly in how I approach the writing of limitations sections. Over time, I have come to recognize how deeply embedded norms, shaped by journal policies, disciplinary conventions, and institutional pressures, have guided, constrained, and ultimately transformed my scholarly practices. This influence is not static; rather, it has evolved alongside my own positionality in the academic system, shaping how I negotiate institutional expectations at different stages of my career.

Early in my career, I was socialized into an academic environment that implicitly prized the appearance of completeness and perfection. Within this institutional culture, signaling rigor often meant minimizing or softening discussions of methodological flaws. This expectation was reinforced by both formal and informal cues, from mentorship, peer modeling, and editorial feedback. For instance, in one submission to a high-impact journal, a reviewer recommended rephrasing the limitations section to sound less direct, suggesting wording like “potential limitations may include. . .” rather than explicitly naming methodological constraints. Such feedback exemplified a broader norm: that rigorous research should appear unassailable, even at the cost of transparency. At the time, I internalized this norm as a necessary strategy for gaining credibility and publication success within the competitive academic environment.

Journal policies emphasizing brevity and narrative coherence further shaped these tendencies. Limitations sections were often compressed or relegated to the margins, limiting opportunities for critical reflection. In competitive publishing environments, this reinforced an institutional ideal of success that privileged polished presentations over open engagement with uncertainty or imperfection. The performative nature of these practices often made it difficult to balance the integrity of honest reporting with the pragmatic goal of meeting editorial expectations.

However, through years of experience navigating peer review processes and serving as a reviewer myself, I began to perceive these norms not as neutral standards but as rhetorical performances shaped by institutional culture. I came to understand that presenting research as flawless sustains a system of “epistemic gatekeeping,” where imperfection is mistaken for inadequacy. This realization marked a pivotal shift in my thinking. It also prompted me to question whose voices and perspectives are excluded when academic writing adheres too rigidly to conventions of perfectionism and detachment.

Gradually, I began to embrace a more transparent and reflexive approach to research reporting. I noticed that some journals, especially those grounded in qualitative or critical paradigms, actively welcomed candid discussions of limitations. This signaled a cultural shift within certain academic communities, one that values authenticity and scholarly humility as integral to rigor. Over time, this awareness empowered me to contribute to this shift by modeling openness and critical self-awareness in my own writing, even in the face of traditional expectations.

Reflecting on this trajectory, I see the process not as one of simple resistance or compliance, but as an ongoing negotiation of institutional expectations. My evolving stance reflects a broader movement within academia toward more inclusive, honest, and ethically responsible research practices. It also illustrates how academic identity is not fixed, but shaped through continued engagement with, and critical reflection on, the institutional culture in which it is embedded. Recognizing this evolution has helped me realign my scholarly commitments with a more values-driven and socially responsive academic practice.

Discussion

The five themes that emerged from this study provide significant insights into the personal and systemic forces that shape academic writing, particularly in the context of limitations sections. One of the central themes, the pressure to appear rigorous, reflects a pervasive discomfort within scholarly communities toward acknowledging uncertainty, imperfection, or epistemic vulnerability. This discomfort is not merely individual but systemic, as there is an implicit expectation within academia that research must be flawless (Ross and Bibler Zaidi, 2019). Any recognition of limitations is often viewed as undermining the rigor or validity of the study.

I experienced this pressure most acutely as an early-career scholar navigating an academic culture defined by high expectations, performativity, and intense competition. Early-career researchers face the dual challenge of establishing credibility while managing limited experience and job security, which exacerbates anxieties around presenting work that is perceived as incomplete or uncertain (Harley and Cornelissen, 2022; Probst, 2015). Unlike their more established counterparts, they often lack the institutional power or confidence to openly acknowledge the epistemic vulnerabilities inherent in research. Consequently, I found that limitation-writing became a strategic exercise in self-representation, crafted to protect my scholarly identity and future opportunities while conforming to implicit norms that valorize certainty and decisiveness. This cultural dynamic underscore the broader institutional pressures that shape academic writing and complicate the process of transparent reporting for those at earlier career stages.

The theme of justification as a rhetorical defense highlights how researchers, including myself, feel compelled to rationalize or soften the presentation of limitations to align with institutional expectations. This tendency mirrors Walková’s (2018) concept of “strategic self-representation,” where authors craft their scholarly identity in ways that safeguard their credibility while avoiding admissions of intellectual or methodological weaknesses. In my own writing, these patterns reflected not just personal insecurities, but the structural and cultural academic dynamics that disproportionately impact early-career researchers.

In addition to the personal struggles highlighted in the previous themes, the reflections provided by reviewers offer valuable insight into how limitation-writing is perceived by gatekeepers of knowledge production. Reviewers often request more transparency in the limitations section, yet simultaneously reinforce a culture that discourages explicit acknowledgment of study limitations. This contradiction is emblematic of a broader institutional tension: while scholarly integrity demands honesty, academic systems tend to reward research that appears complete, confident, and definitive (National Academies of Sciences, Engineering, and Medicine, 2017). Thus, while transparency is encouraged in theory, the structural dynamics of academic publishing often undermine this ideal. These moments of friction reveal the complex relationship between ethical standards and institutional expectations, suggesting a disconnect between the values that scholars strive to uphold and the culture they must navigate (Hyatt and Gruenglas, 2023). My own turning points, where I shifted toward greater acknowledgment of my study’s limitations, serve as a resistance to this prevailing paradigm, signaling the potential for a new approach to limitation-writing that embraces transparency and reflexivity (Clarke et al., 2024).

Consequently, this study calls for a reframing of limitations, arguing that they should not be treated as afterthoughts or defensive footnotes, but rather as integral components of scholarly discourse. When approached as sites of epistemological reflection, limitations provide an opportunity for researchers to critically engage with the boundaries of their research and contribute to a dialogic exchange of ideas. In an academic environment that often prioritizes the performance of rigor over authentic inquiry, acknowledging the limitations of one’s work can be seen as an act of intellectual maturity rather than a sign of weakness. Embracing this perspective could help decenter the performative nature of research writing, particularly in disciplines such as medicine, the natural sciences, and certain applied fields, where the pressure to appear confident and definitive is especially strong due to the emphasis on empirical results, professional credibility, and practical applications (Ross and Bibler Zaidi, 2019; Sumpter et al., 2023; Tan, 2022). Such a shift aligns with interdisciplinary efforts to promote more open, critical, and reflexive academic writing (Lehman et al., 2024; Sumpter et al., 2023), and invites a more genuine and humane scholarly voice grounded in transparency and self-reflection (Arndt et al., 2022).

Moreover, the analytic autoethnography used in this study highlights the value of subjective experience in understanding structural academic practices. Limitations sections are typically written from a detached, objective perspective, often disconnected from the emotional and rhetorical labor that goes into their construction. However, using autoethnography as a methodological approach, this study provides a more nuanced understanding of the personal and institutional factors that influence how limitations are presented (Acut, 2024). This approach allowed me to explore the intersection between my own identity, institutional position, and the cultural expectations, revealing how these elements subtly shape the ways in which limitations are written and perceived (Grindstaff, 2022). As Adams et al. (2015), as reviewed by Roulston (2024), point out, autoethnography’s ability to connect “personal troubles to public issues” offers a powerful lens for examining how individual experiences mirror broader academic structures. In this study, my struggles with limitation-writing serve as a microcosm of the larger institutional forces that govern scholarly practices (Vergani, 2024), illustrating how deeply personal experiences are tied to the larger academic system (Collie et al., 2024).

Ultimately, the use of autoethnography in this study underscores the importance of considering the emotional and rhetorical aspects of scholarly writing. While academic writing is often seen as an objective and neutral process, this study demonstrates how it is shaped by personal histories, academic cultural norms, and institutional pressures (Fudge et al., 2022). By foregrounding the personal and subjective dimensions of limitation-writing, this research offers a more holistic understanding of the complexities involved in scholarly practices. This study encourages future researchers to examine the intersection of individual experience and institutional expectations, with the aim of fostering a more transparent, reflective, and humane academic culture.

Implications for research practice and ethics

In some countries, doctoral students engage in formal academic skill development through structured initiatives such as writing for publication courses or thesis writing seminars. These programs are designed to prepare doctoral researchers for scholarly communication and often emphasize article structure, theoretical positioning, and response strategies for peer review. However, the limitations section is frequently underemphasized or treated as a perfunctory component, something to include, but not deeply reflect on. As the findings of this study indicate, such practices contribute to the development of rhetorical habits that frame limitations defensively or vaguely.

To address this gap, graduate research training should more explicitly incorporate limitation-writing as a site for reflexive and ethical engagement. Rather than treating limitations as a threat to scholarly credibility, doctoral programs can guide students to understand their role in demonstrating epistemological humility and methodological transparency. This could involve training that includes analysis of published examples, collaborative critique of how limitations are framed, and structured reflection on the researcher’s own methodological constraints.

Complementing this, future research could explore how such limitation-writing training impacts scholarly communication and research integrity, particularly among early-career researchers. Investigating how explicit instruction in this area shapes writing habits, peer review outcomes, or perceptions of credibility would provide useful insights for curriculum design. Such studies could also inform the development of institutional or disciplinary guidelines for responsible and reflective academic writing.

On the publication side of this developmental process, peer reviewers and journal editors play a critical role. Rather than penalizing authors for openly discussing limitations, they can help normalize transparent scholarship by encouraging critical reflection and discouraging purely performative justifications. Editors can also support this shift by updating journal guidelines to include prompts or expectations for reflexive limitation-writing. In doing so, the research community can move toward a more open, ethical, and methodologically honest academic culture, one in which acknowledging complexity and constraint is valued, not avoided.

Limitations of the study

This study has several limitations. As an autoethnographic inquiry, it is inherently shaped by my personal experiences, reflections, and positionality, which may not fully represent the perspectives of researchers from other disciplines, career stages, or institutional contexts. The analysis relied primarily on my own manuscripts, peer review notes, and reflective memos, which, while rich and insightful, are constrained by my individual biases and interpretations. Additionally, the study focused on a limited set of data sources, primarily my own academic work, which may not capture the broader range of experiences in scholarly writing. The thematic analysis, while rigorous, reflects a subjective lens, and other researchers may arrive at different interpretations based on their own experiences. The institutional and cultural influences that shape the writing of limitations were explored, but the study did not deeply examine specific journal policies or the experiences of peer reviewers outside of my own reflections. While acknowledging its limitations, this study contributes meaningful insights into the ethical and rhetorical challenges encountered by researchers, laying the groundwork for future exploration of how these dynamics influence academic writing practices.

Conclusion

This study offers a critical reflection on the rhetorical, emotional, and institutional forces that influence how researchers, particularly those in the early stages of their academic careers, write about the limitations in their research. Through an analytic autoethnographic approach, I identified five interrelated themes: the pressure to appear complete, justification as a defense mechanism, reviewer reflections, a shift toward acknowledgment, and cultural and institutional influences. These themes reveal the tensions between scholarly humility and the pressure to demonstrate methodological perfection, tensions that are especially pronounced for early-career scholars navigating the unspoken expectations of academia.

The findings underscore the need to reframe how we approach limitation-writing in scholarly work. Rather than viewing limitations as vulnerabilities to be minimized or hidden, I argue that they should be treated as essential components of academic integrity and critical reflection. For early-career researchers in particular, who often face pressures related to precarity, credibility, and performance, embracing limitations can be a transformative act of scholarly maturity. It is not merely an exercise in transparency, but a way to participate more authentically in knowledge production.

This study also opens several directions for future research and institutional reform. Comparative investigations could explore how limitation-writing varies across disciplines, particularly in fields with high demands for precision, such as medicine, engineering, and the natural sciences. At the institutional level, graduate education and peer review processes should more explicitly support a culture of reflexivity, where acknowledging limitations is recognized as a strength rather than a flaw. Additionally, more concerted efforts are needed within scientific disciplines to normalize open and critical engagement with research limitations. Given the dominant emphasis on empirical certainty and methodological rigor in these fields, it is especially important to promote training and publication practices that treat limitations not as undermining scientific credibility, but as enhancing it through honesty, and epistemological humility. Furthermore, additional autoethnographic work could explore how researchers at different career stages experience these pressures and develop rhetorical strategies to navigate them. Such work would deepen our understanding of the lived realities of scholarly writing and contribute to a more honest, inclusive, and humane academic culture.