Micro-mechanisms, triggers, and boundary conditions of deparadoxification and adaptive paradoxification
| Mechanism | Triggering cues | Temporal profile | Cognitive operations (anchor citations) | Outputs | Boundary conditions (anchor citations) |
|---|---|---|---|---|---|
| Deparadoxification (t0–t1, pre-/initial entry) | High uncertainty + limited/misaligned experience; need to sustain confidence and act despite knowledge gaps | Emerges before and during initial entry | Reducing uncertainty-induced discomfort (Luhmann, 1991); reliance on narrative fallacies for coherence (Taleb, 2007); selective attention and availability heuristics (Kahneman and Tversky, 1979); framing markets as psychically proximate (Clark et al., 2018) | Positively charged “make-happy” biases: overconfidence, (over)optimism, psychic proximity | Stronger when similarity cues (e.g. cultural familiarity, prior travel, perceived closeness) are salient and external challenge is weak (Johnson and Fowler, 2011); weaker when advisors or environmental turbulence highlights contradictions (Knudsen, 2006) |
| Adaptive paradoxification (t2, post-entry) | Post-entry negative events (e.g. losses, partner conflict, unmet expectations) that disconfirm prior assumptions (Pedersen and Petersen, 2004) | Arises after setbacks when the concealed paradox resurfaces | Attribution of failure as internal vs. external (Bandura, 2000); frame revision (Tversky and Simonson, 1993); paradoxical reframing (Miron-Spektor and Paletz, 2017); recalibration into cautious optimism (Fraser and Greene, 2006; Wallston, 1994), diffidence (Bandura, 2000), and psychic distance bias (Sinha et al., 2015) | Bias recalibration; heuristics evolve from reactive (escapism, ROR, ALL) to more strategic application | Stronger when failures are recognized as stemming from own assumptions, feedback is timely (Schneider et al., 2016), and resources are scarce; weaker when failures are attributed solely to external factors, when resource availability allows inertia, or network ties buffer critical feedback (Jarzabkowski et al., 2013) |
| Mechanism | Triggering cues | Temporal profile | Cognitive operations (anchor citations) | Outputs | Boundary conditions (anchor citations) |
|---|---|---|---|---|---|
| High uncertainty + limited/misaligned experience; need to sustain confidence and act despite knowledge gaps | Emerges before and during initial entry | Reducing uncertainty-induced discomfort ( | Positively charged “make-happy” biases: overconfidence, (over)optimism, psychic proximity | Stronger when similarity cues (e.g. cultural familiarity, prior travel, perceived closeness) are salient and external challenge is weak ( | |
| Post-entry negative events (e.g. losses, partner conflict, unmet expectations) that disconfirm prior assumptions ( | Arises after setbacks when the concealed paradox resurfaces | Attribution of failure as internal vs. external ( | Bias recalibration; heuristics evolve from reactive (escapism, ROR, ALL) to more strategic application | Stronger when failures are recognized as stemming from own assumptions, feedback is timely ( |
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