Documentation

Linglib.Phenomena.Negation.Studies.StankovaSimik2024.Data

Staňková & Šimík (2024): Negation in Czech Polar Questions #

@cite{stankova-2025} @cite{gartner-gyuris-2017} @cite{simik-2024}

Experimental data from three naturalness judgment experiments on negation in Czech polar questions (Staňková & Šimík, FASL 32 / JSL 33).

Main experiment (§5) #

2×2×2 within-subjects design manipulating:

75 native Czech speakers, Likert 1–7, 32 items (4 per condition).

Key findings #

  1. FALSUM is preferred in V1 (interrogative) PQs — PPIs preferred over NCIs
  2. Declarative word order (nonV1) is preferred in negatively biased contexts
  3. Czech FALSUM is compatible with any type of evidential bias (positive, negative, neutral) — broader than English
  4. The particle náhodou is licensed by FALSUM — PPIs preferred (§6.1)
  5. The particle copak requires contextual evidence — biased contexts preferred (§6.2)

A Cumulative Link Mixed Model (CLMM) regression result. z-values stored as Int × 1000 for precision without Float.

  • name : String

    Human-readable effect name

  • z1000 :

    z-value × 1000 (e.g., -15674 = z = -15.674)

  • significant : Bool

    Whether the effect is statistically significant

  • pThreshold : String

    p-value threshold (as string for display)

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      Whether a CLMM effect's z-value is positive (higher ratings in the first level of the factor).

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        Whether a CLMM effect's z-value is negative.

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          V1: Main effect of INDEFINITE (NCI < PPI). PPIs (nějaký) are significantly more natural than NCIs (žádný) in V1 PQs. z = −15.674, p < .001.

          Interpretation: V1 negation is interpreted as FALSUM (outer negation), which licenses PPIs but blocks NCIs.

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            V1: Main effect of CONTEXT (not significant). z = −1.374, p = 0.169.

            Interpretation: FALSUM/outer negation is insensitive to contextual evidence — V1 PQs are equally natural in negative and neutral contexts. This is because FALSUM conveys epistemic bias (speaker's possibility assessment), not evidential bias.

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              V1: CONTEXT × INDEFINITE interaction. z = 2.933, p < 0.01.

              Post-hoc: the effect of INDEFINITE is more pronounced in neutral contexts. Simple effect of CONTEXT within PPI: z = −3.522, p < .001. Simple effect of CONTEXT within NCI: z = 1.104, p = .27 (n.s.).

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                Post-hoc: V1, simple effect of CONTEXT within PPI level. z = −3.522, p < .001. PPI V1 PQs are more natural in neutral context.

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                  Post-hoc: V1, simple effect of CONTEXT within NCI level. z = 1.104, p = .27 (not significant).

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                    nonV1: Main effect of CONTEXT. Negative contexts rated significantly more natural than neutral contexts. z = 8.674, p < 0.01.

                    Interpretation: nonV1 (declarative) PQs are sensitive to evidential bias and preferred in negatively biased contexts.

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                      nonV1: Main effect of INDEFINITE (NCI > PPI). NCIs (žádný) rated higher than PPIs (nějaký) in nonV1 PQs. z = 6.208, p < 0.01.

                      Interpretation: inner negation (Op¬) is the preferred reading for nonV1, licensing NCIs.

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                        V1 PQs: No effect of context → FALSUM is insensitive to evidential bias.

                        The key asymmetry: V1 is CONTEXT-insensitive (FALSUM = epistemic bias), nonV1 is CONTEXT-sensitive (inner neg = evidential bias).

                        This matches @cite{stankova-2025}'s claim that inner negation requires contextual evidence while outer negation (FALSUM) does not, and confirms the VerbPosition.requiresContextualEvidence classification.

                        Czech FALSUM with positive evidential bias.

                        In a subexperiment, V1 PQs were tested in contexts with positive evidence for p (e.g., Eva winning first place → "Didn't Eva win a prize?"). Median rating = 6 (biased) vs 5 (neutral), Likert 1–7.

                        This confirms Czech outer negation (FALSUM) is compatible with positive evidential bias, unlike English HiNQs.

                        • medianBiased :

                          Median rating in positively biased context

                        • medianNeutral :

                          Median rating in neutral context

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                          Czech FALSUM compatible with all three evidence types (positive, negative, neutral). This matches the broad distribution of InterNPQ in @cite{simik-2024}'s bias profile table.

                          náhodou subexperiment: 2×2 design (Context × Indefinite). All V1 PQs with náhodou. 8 items.

                          Tests whether náhodou requires FALSUM (outer negation). If so, PPIs (nějaký) should be preferred over NCIs (žádný), because FALSUM licenses PPIs but not NCIs.

                          náhodou: Main effect of INDEFINITE (NCI < PPI). PPIs strongly preferred with náhodou. z = −12.845, p < .001.

                          Interpretation: náhodou requires FALSUM, which only licenses PPIs. "based on this we suggest that náhodou could be used as an overt indicator of the covert FALSUM operator" (S&Š §6.1).

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                            náhodou's INDEFINITE effect is in the same direction as V1's, confirming both involve FALSUM (outer negation).

                            copak subexperiment: 2×2 design (Context × PQ Polarity).

                            For positive PQs: biased context has evidence for ¬p, speaker believed p. For negative PQs: biased context has evidence for p, speaker believed ¬p. In both cases, copak expresses surprise at the evidence conflicting with the speaker's prior belief.

                            copak: Main effect of CONTEXT. Biased contexts significantly more natural than neutral. z = 9.372, p < .001.

                            Interpretation: copak requires a conflict between speaker's prior belief and current contextual evidence (evidential bias). "copak is a particle which is used to express speaker's surprise about the current contextual evidence" (S&Š §6.2).

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                              náhodou vs copak: opposite context sensitivity.

                              • náhodou (FALSUM-tied): context-insensitive. FALSUM conveys epistemic bias regardless of contextual evidence — V1 PQs are equally natural in any evidential context.
                              • copak (evidential-bias-tied): context-sensitive. Requires a biased context where speaker's prior belief conflicts with evidence.

                              This confirms they express different types of bias: náhodou → epistemic bias; copak → evidential bias. (@cite{stankova-2025} §6)

                              The V1 context insensitivity and náhodou's FALSUM requirement converge: both reflect that outer negation (FALSUM) is an epistemic-bias phenomenon, not an evidential-bias phenomenon. Conversely, nonV1 context sensitivity and copak's context requirement both reflect evidential bias sensitivity.

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