Research — The Atkinson Institute
The Atkinson Institute · Research Division
Where self-doubt
becomes science.
The Atkinson Institute develops conceptual papers, theoretical frameworks, and original research exploring the impostor phenomenon, self-worth, identity, and legitimacy. Our work seeks to identify gaps in existing knowledge, propose new avenues of inquiry, and support future empirical investigation.
01 — Conceptual Commentarys Publications
Publications Bridging
Theory and Application
Each article engages directly with academic literature. Primary sources are cited throughout. Every entry includes a suggested APA citation and a one-click copy — so researchers can reference this work without friction.
Unmasking AI: Identity, Self-Perception, and the Emergence of AI-Induced Impostorism
Key Concept Introduced
The AI Validation Loop
AI adoption creates a measurable gap between enhanced output and internal self-attribution. When AI improves your work and others praise it, ownership — not competence — becomes the site of doubt. This article names that mechanism and distinguishes it from classical impostorism.
Sources engaged: Clance & Imes (1978), Festinger (1954), Bandura (1986), Sakulku & Alexander (2011)
Cite — APA 7th
Atkinson, S. S. (2025). Unmasking AI: Identity, self-perception, and the emergence of AI-induced impostorism. The Atkinson Institute. https://theatkinsoninstitute.org/research/unmasking-ai
The Invisible Distance: Impostor Phenomenon in Remote and Hybrid Work Environments
Key Concept Introduced
The Hybrid Asymmetry Problem
Remote work doesn't create impostorism — it removes the structures that suppress it. This article proposes a four-trigger framework (feedback scarcity, attribution ambiguity, belonging deficit, comparison distortion) and identifies hybrid environments as a distinct, underexamined driver.
Sources engaged: Short et al. (1976), Parkman (2016), Gibson & Gibbs (2006), Walton & Cohen (2011)
Cite — APA 7th
Atkinson, S. S. (2025). The invisible distance: Impostor phenomenon in remote and hybrid work environments. The Atkinson Institute. https://theatkinsoninstitute.org/research/remote-hybrid-impostorism
The Mask and the Mirror: Neurological Foundations of Impostor Phenomenon and the Psychology of Identity Reclamation
Key Concept Introduced
Three-Stage Identity Reclamation Model
Impostorism persists not because people lack evidence of competence — but because the brain's self-evaluation architecture is structurally biased against integrating that evidence under social threat. This article explains the neuroscience, then maps a three-stage reclamation model: threat reduction, attribution restructuring, narrative integration.
Sources engaged: LeDoux (2000), Northoff et al. (2006), Gross (1998), Weiner (1985), Walton & Cohen (2011)
Cite — APA 7th
Atkinson, S. S. (2025). The mask and the mirror: Neurological foundations of impostor phenomenon and the psychology of identity reclamation. The Atkinson Institute. https://theatkinsoninstitute.org/research/mask-and-mirror
Stories, Struggles, and Science: Narrative Inquiry as a Methodology for Understanding Impostor Phenomenon
Key Concept Introduced
The Silence of Success
First-person accounts of impostorism are not illustrations of findings — they are a distinct category of evidence. This article argues for narrative inquiry as a legitimate research methodology and examines three recurring themes: the silence of success, the first-generation experience, and impostorism in life transition.
Sources engaged: Clandinin & Connelly (2000), McAdams (1993), Giorgi (2009), Cokley et al. (2013), Pennebaker & Smyth (2016)
Cite — APA 7th
Atkinson, S. S. (2025). Stories, struggles, and science: Narrative inquiry as a methodology for understanding impostor phenomenon. The Atkinson Institute. https://theatkinsoninstitute.org/research/stories-struggles-science
Structurally Induced Impostorism: The Case of the Military Spouse and the Overlooked Role of Institutional Role Loss
Key Concept Introduced
Structurally Induced Impostorism
Military spouses don't arrive at impostorism through personal failure. They arrive through the systematic dismantling of every structure through which competence is normally confirmed. This article names that mechanism, grounds it in RAND research and ambiguous loss theory, and calls for structural — not just individual — intervention.
Sources engaged: Boss (1999), Burke & Stets (2009), Harrell et al. / RAND (2004), Lester & Flake (2013)
Cite — APA 7th
Atkinson, S. S. (2025). Structurally induced impostorism: The case of the military spouse and the overlooked role of institutional role loss. The Atkinson Institute. https://theatkinsoninstitute.org/research/structurally-induced-impostorism
02 — Original Research
Atkinson Institute Studies
Primary research conducted by The Atkinson Institute. Active studies are open for participation. Each study includes methodology documentation and is citable as a working paper during the enrollment phase.
◌
Identity & Resilience Research Initiative
A developing research program exploring how identity, legitimacy, belonging, and self-worth shape resilience during periods of transition, uncertainty, and change. Particular attention is given to populations navigating identity disruption, including military spouses, entrepreneurs, career changers, and emerging leaders. The Institute welcomes future collaboration with researchers, practitioners, and organizations interested in these areas of inquiry..
◌ Planned — 2027
AI, Identity & Legitimacy Research Initiative
A developing research program examining how artificial intelligence influences identity, legitimacy, expertise, and self-worth in modern work and learning environments. This research agenda explores how individuals evaluate their own contributions, capabilities, and legitimacy when performance increasingly occurs in partnership with intelligent technologies. Particular attention is given to questions of attribution, expertise, belonging, and the evolving relationship between human achievement and technological assistance.
03 — Concept Commentarys
Original Frameworks
from The Atkinson Institute
Concept Commentarys name phenomena the existing literature has not yet addressed. Each is dateable, citable, and authored by Simone S. Atkinson. These are the Institute's intellectual property and the foundation of a growing body of work.
01
Concept Commentary · 2025
AI-Induced Impostorism
Defines the impostor experience that arises when AI-enhanced output is externally validated but internally unowned. The question shifts from "Am I capable?" to "Is this mine?" — a distinction the existing literature has not named.
Published · Full article available
02
Concept Commentary · 2025
Structurally Induced Impostorism
Proposes that impostorism can be generated by institutional structures independent of individual psychology. When environments repeatedly disrupt the infrastructure of identity, impostorism becomes a structural outcome — not a personal one.
Published · Full article available
03
Concept Commentary · 2025
The AI Validation Loop
A cyclical mechanism: AI enhances output → validation increases → attribution shifts to the tool → internal belief stagnates → ownership erodes. The loop is self-sustaining without deliberate interruption.
Published · Full article available
04
Concept Commentary · In Development
The Hybrid Asymmetry Problem
Names the specific impostorism driver in hybrid work: remote employees face structurally reduced visibility, attribution, and belonging compared to co-located colleagues — independent of performance quality.
Introduced · Expansion forthcoming
05
Concept Commentary · In Development
The Silence of Success
Describes the pattern in which achievement triggers impostorism rather than resolving it. Public recognition intensifies the perceived gap between how one is seen and how one sees oneself.
Introduced · Expansion forthcoming
06
Concept Commentary · Planned 2026
Faith-Based Identity Anchoring
Examines how theologically grounded identity — rooted in divine rather than performance-based worth — may function as structural protection against impostorism in religiously oriented populations.
Planned · 2027
04 — Citation Guide
How to cite this research
Atkinson Institute publications are citable for academic, journalistic, and professional purposes with attribution. Use the formats below or copy directly from any article card above.
Article:
Atkinson, S. S. (2025). [Article title]. The Atkinson Institute. https://theatkinsoninstitute.org/research/[slug]
Concept Commentary:
Atkinson, S. S. (2025). [Concept name] [Concept Commentary]. The Atkinson Institute. https://theatkinsoninstitute.org/research/[slug]
Working Paper / Active Study:
Atkinson, S. S. (2025). [Study title] [Working paper]. The Atkinson Institute. https://theatkinsoninstitute.org/research/[slug]
The Atkinson Institute · Research Division
Where self-doubt
becomes science.
The Atkinson Institute develops conceptual papers, theoretical frameworks, and original research exploring the impostor phenomenon, self-worth, identity, and legitimacy. Our work seeks to identify gaps in existing knowledge, propose new avenues of inquiry, and support future empirical investigation.
Publications Bridging
Theory and Application
Each article engages directly with academic literature. Primary sources are cited throughout. Every entry includes a suggested APA citation and a one-click copy — so researchers can reference this work without friction.
Unmasking AI: Identity, Self-Perception, and the Emergence of AI-Induced Impostorism
AI adoption creates a measurable gap between enhanced output and internal self-attribution. When AI improves your work and others praise it, ownership — not competence — becomes the site of doubt. This article names that mechanism and distinguishes it from classical impostorism.
Sources engaged: Clance & Imes (1978), Festinger (1954), Bandura (1986), Sakulku & Alexander (2011)
Cite — APA 7th
Atkinson, S. S. (2025). Unmasking AI: Identity, self-perception, and the emergence of AI-induced impostorism. The Atkinson Institute. https://theatkinsoninstitute.org/research/unmasking-ai
The Invisible Distance: Impostor Phenomenon in Remote and Hybrid Work Environments
Remote work doesn't create impostorism — it removes the structures that suppress it. This article proposes a four-trigger framework (feedback scarcity, attribution ambiguity, belonging deficit, comparison distortion) and identifies hybrid environments as a distinct, underexamined driver.
Sources engaged: Short et al. (1976), Parkman (2016), Gibson & Gibbs (2006), Walton & Cohen (2011)
Cite — APA 7th
Atkinson, S. S. (2025). The invisible distance: Impostor phenomenon in remote and hybrid work environments. The Atkinson Institute. https://theatkinsoninstitute.org/research/remote-hybrid-impostorism
The Mask and the Mirror: Neurological Foundations of Impostor Phenomenon and the Psychology of Identity Reclamation
Impostorism persists not because people lack evidence of competence — but because the brain's self-evaluation architecture is structurally biased against integrating that evidence under social threat. This article explains the neuroscience, then maps a three-stage reclamation model: threat reduction, attribution restructuring, narrative integration.
Sources engaged: LeDoux (2000), Northoff et al. (2006), Gross (1998), Weiner (1985), Walton & Cohen (2011)
Cite — APA 7th
Atkinson, S. S. (2025). The mask and the mirror: Neurological foundations of impostor phenomenon and the psychology of identity reclamation. The Atkinson Institute. https://theatkinsoninstitute.org/research/mask-and-mirror
Stories, Struggles, and Science: Narrative Inquiry as a Methodology for Understanding Impostor Phenomenon
First-person accounts of impostorism are not illustrations of findings — they are a distinct category of evidence. This article argues for narrative inquiry as a legitimate research methodology and examines three recurring themes: the silence of success, the first-generation experience, and impostorism in life transition.
Sources engaged: Clandinin & Connelly (2000), McAdams (1993), Giorgi (2009), Cokley et al. (2013), Pennebaker & Smyth (2016)
Cite — APA 7th
Atkinson, S. S. (2025). Stories, struggles, and science: Narrative inquiry as a methodology for understanding impostor phenomenon. The Atkinson Institute. https://theatkinsoninstitute.org/research/stories-struggles-science
Structurally Induced Impostorism: The Case of the Military Spouse and the Overlooked Role of Institutional Role Loss
Military spouses don't arrive at impostorism through personal failure. They arrive through the systematic dismantling of every structure through which competence is normally confirmed. This article names that mechanism, grounds it in RAND research and ambiguous loss theory, and calls for structural — not just individual — intervention.
Sources engaged: Boss (1999), Burke & Stets (2009), Harrell et al. / RAND (2004), Lester & Flake (2013)
Cite — APA 7th
Atkinson, S. S. (2025). Structurally induced impostorism: The case of the military spouse and the overlooked role of institutional role loss. The Atkinson Institute. https://theatkinsoninstitute.org/research/structurally-induced-impostorism
Atkinson Institute Studies
Primary research conducted by The Atkinson Institute. Active studies are open for participation. Each study includes methodology documentation and is citable as a working paper during the enrollment phase.
Identity & Resilience Research Initiative
A developing research program exploring how identity, legitimacy, belonging, and self-worth shape resilience during periods of transition, uncertainty, and change. Particular attention is given to populations navigating identity disruption, including military spouses, entrepreneurs, career changers, and emerging leaders. The Institute welcomes future collaboration with researchers, practitioners, and organizations interested in these areas of inquiry..
AI, Identity & Legitimacy Research Initiative
A developing research program examining how artificial intelligence influences identity, legitimacy, expertise, and self-worth in modern work and learning environments. This research agenda explores how individuals evaluate their own contributions, capabilities, and legitimacy when performance increasingly occurs in partnership with intelligent technologies. Particular attention is given to questions of attribution, expertise, belonging, and the evolving relationship between human achievement and technological assistance.
Original Frameworks
from The Atkinson Institute
Concept Commentarys name phenomena the existing literature has not yet addressed. Each is dateable, citable, and authored by Simone S. Atkinson. These are the Institute's intellectual property and the foundation of a growing body of work.
Concept Commentary · 2025
AI-Induced Impostorism
Defines the impostor experience that arises when AI-enhanced output is externally validated but internally unowned. The question shifts from "Am I capable?" to "Is this mine?" — a distinction the existing literature has not named.
Published · Full article availableConcept Commentary · 2025
Structurally Induced Impostorism
Proposes that impostorism can be generated by institutional structures independent of individual psychology. When environments repeatedly disrupt the infrastructure of identity, impostorism becomes a structural outcome — not a personal one.
Published · Full article availableConcept Commentary · 2025
The AI Validation Loop
A cyclical mechanism: AI enhances output → validation increases → attribution shifts to the tool → internal belief stagnates → ownership erodes. The loop is self-sustaining without deliberate interruption.
Published · Full article availableConcept Commentary · In Development
The Hybrid Asymmetry Problem
Names the specific impostorism driver in hybrid work: remote employees face structurally reduced visibility, attribution, and belonging compared to co-located colleagues — independent of performance quality.
Introduced · Expansion forthcomingConcept Commentary · In Development
The Silence of Success
Describes the pattern in which achievement triggers impostorism rather than resolving it. Public recognition intensifies the perceived gap between how one is seen and how one sees oneself.
Introduced · Expansion forthcomingConcept Commentary · Planned 2026
Faith-Based Identity Anchoring
Examines how theologically grounded identity — rooted in divine rather than performance-based worth — may function as structural protection against impostorism in religiously oriented populations.
Planned · 2027How to cite this research
Atkinson Institute publications are citable for academic, journalistic, and professional purposes with attribution. Use the formats below or copy directly from any article card above.
Atkinson, S. S. (2025). [Article title]. The Atkinson Institute. https://theatkinsoninstitute.org/research/[slug]
Concept Commentary:
Atkinson, S. S. (2025). [Concept name] [Concept Commentary]. The Atkinson Institute. https://theatkinsoninstitute.org/research/[slug]
Working Paper / Active Study:
Atkinson, S. S. (2025). [Study title] [Working paper]. The Atkinson Institute. https://theatkinsoninstitute.org/research/[slug]