Introversion and Trait Incongruent Work Demands: Episodic Misfit at Work
Bibliographic record
Abstract
ABSTRACT Even if individuals are in a job or organization that is generally a good fit for them, they can still experience misfit with specific work demands. This study examines the proximal experiences of trait‐incongruent work demands among highly introverted individuals, offering a novel episodic and trait‐specific perspective on workplace misfit. Through narrative surveys and semi‐structured interviews, we identify four broad trait‐incongruent work demands that spur episodic misfit at work for introverts. We introduce an integrated process model that reveals how individuals’ reactions to introversion‐incongruent work demands evolve in the time proximal to the work demand. We build theory about (1) how individuals navigate and cope with introversion‐incongruent work demands before, during, and after they occur (and how these adaptations affect immediate and subsequent reactions); (2) why reactions of individuals are sometimes amplified or attenuated across various experiences of trait‐incongruent work demands; and (3) how subsequent exposure to these work demands (i.e., experience) plays a role in repeating this cycle. We offer new insights into how and why individual reactions to episodic misfit evolve before, during, and after a specific situation, and factors that may moderate these reactions—a topic that has received scant attention in the person‐environment fit literature. We provide propositions for future research and practice‐related implications.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".