Conversational interaction

Intervention

5 papers5 findings

  • 2 independent labs in 1 country
  • Human trial4

Outcomes

4

Mean semantic noise

downin humans2

2 studies
  1. Conversational interaction decreases mean semantic noise in humans (baseline 2.09 ± 0.34 to M6 1.81 ± 0.47, p = 0.009).

    “In the MCI group, baseline MSN was significantly higher than M6 MSN (paired t-test: p = 0.009)”

    Human trialin participants with mild cognitive impairment6 months

    Changes in Conversational Pattern as a Clinical Trial Outcome Using the I-CONECT Data

    GSA 2025 abstract31 Dec 2025

  2. Conversational interaction decreases mean semantic noise in humans (baseline: 2.09 ± 0.34 vs M6: 1.81 ± 0.47, p = 0.009).

    “In the MCI group, baseline MSN was significantly higher than M6 MSN ( p = 0.009)”

    Human trialin MCI group6 months

    Changes in conversational pattern as a clinical trial outcome using the I‐CONECT data

    AAIC 2025 abstract25 Dec 2025

More on Mean semantic noise

Global cognitive function

upin humans1

1 study
  1. Conversational interaction improves global cognitive function in humans (improved by nearly 2 points, Cohen's d = 0.73).

    “global cognitive function (the primary outcome), measured by the Montreal Cognitive Assessment (MoCA), improved by nearly 2 points in the MCI experimental group compared to the control group at 6 months”

    Human trialmild cognitive impairment6 monthsn = 100

    The Internet-Based Conversational Engagement Trial (I-CONECT): Theoretical Framework and Latest Findings.

    GSA 2025 abstract31 Dec 2025

Executive function

upin silico1

1 study
  1. Conversational interaction improves executive function in silico (β=2.56 (original), β=2.31-3.34 (twin-control)).

    “Similar findings were found in CFA (original trial β=2.56; twin‐control trial β=2.31‐3.34)”

    In silico6 months

    Digital twins techniques in the design of Alzheimer’s disease clinical trials: an application to the Internet‐Based Conversational Engagement Clinical Trial (I‐CONECT)

    AAIC 2025 abstract25 Dec 2025

Global cognition

upin silico1

1 study
  1. Conversational interaction improves global cognition in silico (β=1.67 (original), β=1.46-1.97 (twin-control)).

    “treatment effect sizes on MoCA closely aligned between original (β=1.67) and twin‐control (β=1.46‐1.97) trials when the Euclidean distance mapping was applied”

    In silico6 months

    Digital twins techniques in the design of Alzheimer’s disease clinical trials: an application to the Internet‐Based Conversational Engagement Clinical Trial (I‐CONECT)

    AAIC 2025 abstract25 Dec 2025

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