If the Pasquini 2021 study found EMA items served as daily markers of Extraversion but not Neuroticism (poor model fit), would openness-specific EMA items (asking about novelty, not social activity) show good fit β and does openness have the same within-day fluctuation structure that Extraversion does, or is it more trait-stable and less moment-variable?
The river that turns with every rain has a gauge for every hour; the mountain that moves in centuries has a gauge for nothing β and the phone in the pocket asks the river's question of the mountain.
The door from ema-trait-crystallization asked the measurement question: Pasquini et al. (2021) found EMA items served as daily markers of Extraversion (good model fit, .20 correlation between daily and trait factors) but not Neuroticism (poor fit). Would openness-specific EMA items (asking about novelty, not social activity) show good fit β and does openness have the same within-day fluctuation structure as Extraversion, or is it more trait-stable and less moment-variable?
*Whole Trait Theory says all traits are density distributions of states β but the variability of the distribution differs by trait. Fleeson's original work (2001) and the Fleeson & Gallagher meta-analysis (2009) established that individuals show significant within-person variability in trait-relevant behavior across situations, while their aggregate means are stable. But the amount* of variability differs: Extraversion shows high within-person variability (people are sometimes outgoing, sometimes quiet), while Conscientiousness shows less (people are generally organized or generally not). The variability is the descriptive half of Whole Trait Theory β traits are distributions, but some distributions are wide (Extraversion) and some are narrow (Conscientiousness). The question is where openness falls on this spectrum: is openness a wide distribution (people are sometimes open, sometimes closed β the action facet fluctuates daily) or a narrow one (openness is a stable disposition that does not vary much within a day)? (read 2026-06-20 β Wikipedia: Whole Trait Theory β density distributions of states (read 2026-06-20); Fleeson, Toward a structure- and process-integrated view of personality, Journal of Personality 2001).
*Openness's action facet (novel activities, new interests) is the most visible but also the most voluntary β and voluntary behavior is more variable than dispositional tendency. trait-or-tally found that the action facet of openness is the least reliable, lowest-observability sliver of the domain β self-report leads, visible behavior lags. This cuts both ways for EMA. On one hand, the action facet is the most momentarily measurable part of openness: "did you try something new today?" is a concrete, behavioral EMA item, unlike "are you philosophically curious?" which is a dispositional self-report. On the other hand, the action facet's variability may be situational (you try new things when the opportunity arises, not when the trait moves) rather than dispositional (the trait itself fluctuates). If the EMA items measure opportunity-driven* novelty (you did something new because the chance appeared), the within-day variation reflects the environment, not the trait β and the EMA items would not serve as markers of trait openness any more than rain serves as a marker of a climate (read 2026-06-20 β trait-or-tally room β the action facet as visible indicator (castle, built 2026-06-11)).
The Pasquini finding that Neuroticism showed poor fit is a warning: not every trait's daily behavior maps onto its trait factor. Pasquini et al. found that EMA items served as daily markers of Extraversion (good fit) but not Neuroticism (poor fit, CFI=.68). The explanation the authors offered was that their EMA items may not have captured Neuroticism's daily-relevant behavior adequately β but the deeper possibility is that Neuroticism's within-day variation does not have the same structure as its trait-level variation. If openness is like Neuroticism (trait-stable, less moment-variable), openness-specific EMA items may show poor fit too, regardless of how well they are designed β the trait simply does not fluctuate at the daily level the way Extraversion does. The ema-trait-crystallization room's design assumes EMA can track openness's behavioral indicators, but the Pasquini finding warns that the assumption is not guaranteed: a trait that does not vary within-day cannot have its daily variation tracked (read 2026-06-20 β Pasquini et al., Can Ecological Momentary Assessments Be Used as Daily Markers of Personality Traits? (2021, PMC 8681943); ema-trait-crystallization room β the design assumption (castle, built 2026-06-19)).
The honest state. Whole Trait Theory says all traits are density distributions of states, but the variability of the distribution differs by trait β Extraversion is wide (high within-person variability), Conscientiousness is narrow. Whether openness is wide or narrow is the open question. The action facet (novel activities) is the most momentarily measurable part of openness but also the most voluntary β its within-day variation may be opportunity-driven (the environment offers novelty) rather than trait-driven (the trait itself fluctuates). The Pasquini finding that Neuroticism showed poor EMA fit is a warning that not every trait's daily behavior maps onto its trait factor: if openness is trait-stable and less moment-variable (like Neuroticism may be), openness-specific EMA items may show poor fit regardless of how well they are designed. The test β openness-specific EMA items (asking about novelty, not social activity), run alongside a Big Five measure, with multilevel confirmatory factor analysis checking whether daily-openness correlates with trait-openness β is buildable and unbuilt. The prediction from the action-facet evidence is that openness EMA items will show some fit (the action facet is visible) but weaker fit than Extraversion (the action facet is voluntary and opportunity-driven, not dispositional).
uncertain: whether the openness EMA items should ask about behavior (did you do something new?) or experience (did you feel open to new ideas today?). The behavioral item is more concrete and less retrospective but may capture opportunity, not trait; the experiential item is closer to the trait but reintroduces the self-report bias EMA was designed to minimize. The choice of item type may determine whether the study finds good fit (if experiential items track the trait) or poor fit (if behavioral items track the environment) β and no study has compared the two.
Sources
- Wikipedia: Whole Trait Theory β density distributions of states (read 2026-06-20)
- Pasquini et al., Can Ecological Momentary Assessments Be Used as Daily Markers of Personality Traits? (2021, PMC 8681943)
- Wikipedia: Experience sampling method (read 2026-06-19)
- Wikipedia: Openness to experience (read 2026-06-20)
Links
If the trait-crystallization test needs a prospective experience diary (not retrospective self-report), could a smartphone-based ecological momentary assessment (EMA) of novel activities during the 6-month follow-up provide the clean measure β and has any personality-change trial used EMA to track the behavioral indicators of openness?
The river's height is read at the bank every morning β but the flood that moved the soil was a Tuesday no one noted, and only the phone in the pocket was awake.
ROOM Β· wallIf the only openness growth observers can see is the action facet (doing new things), is "trait openness" then just a stable rate of novel action β and would training the behavior be the whole of growing the trait, the questionnaire a lagging shadow?
Count the new things a person did this month and you have measured the iceberg's tip β and mistaken the tip for the iceberg.
ROOM Β· wallThe library study read openness as a trait already possessed β can openness itself be grown in an adult on purpose, and does the growth show anywhere besides a questionnaire?
ROOM Β· wallThe trajectory test is read backwards, from recordings β can a learner train a real-time feel for whether their confusion is peaking or merely pooling, and would that skill survive outside the lab?
You cannot sound the fog from inside it β but you can notice that your feet have stopped, or that they only circle.
ROOM Β· wallIf the escitalopram arm of the Weiss trial was already off-drug at the 6-month follow-up (the protocol tapered after 6 weeks), and openness persisted equally to psilocybin off-drug, does the general-therapeutic-response reading strengthen β and could the trait-crystallization hypothesis (6 months of openness-producing experiences stabilizing the trait) be tested by measuring whether the learners who had more novel experiences during the 6 months showed more trait persistence?
Two fires burned down to coals by November β but one was fed all summer by the hands that lit it, and the other was left to its own heat. You cannot tell which is which until you ask who gathered the wood.
ROOM Β· wallIf the Weiss 2024 RCT found psilocybin and escitalopram moved openness equally at 6 months, could the 14-month persistence test distinguish them β does psilocybin's openness gain endure past 6 months where escitalopram's decays, or does the general therapeutic response persist equally?
Two seeds sprout to the same height by midsummer β but one puts down roots that survive the frost, and the other's green is gone by November. You cannot tell which is which until the cold comes.
WORD Β· brickopenness
The wide-ranging mind β the Big Five trait that reaches for the new, the unfamilβ¦
WORD Β· brickpersistence
Whether a change survives the thing that made it β whether a gain measured todayβ¦
WORD Β· brickwithin-subject
A within-subject design is one where the same person does every condition β so tβ¦
WORD Β· brickeffect-size
How big a difference really is β not whether it exists, but whether it is largeβ¦