Powered by OpenAIRE graph
Found an issue? Give us feedback
ZENODOarrow_drop_down
ZENODO
Software . 2026
License: CC BY NC
Data sources: Datacite
ZENODO
Software . 2026
License: CC BY NC
Data sources: Datacite
versions View all 2 versions
addClaim

IDD_SUITE_v1- A Browser-Based Instrument for Testing Informational Divergence-Companion to: Information–Data Density and Density-Captured Decision Bias

Authors: Murali Swayambu;

IDD_SUITE_v1- A Browser-Based Instrument for Testing Informational Divergence-Companion to: Information–Data Density and Density-Captured Decision Bias

Abstract

The main contribution of this work is the conceptual framework. The accompanying pilot suite is included not as a validated instrument, but as an initial operational prototype showing that the framework can be translated into testable behavioural tasks and subjected to future empirical challenge. The IDD_SUITE_v1 is a browser-based testing instrument that implements the D_I = I_m / I_h ratio and the seven tests described in the companion IDD paper 10.5281/zenodo.19350445. It measures how information density (I_m) relative to human integration capacity (I_h) affects decision-making across e-commerce, trading, social media, checkout, short-form video, friction intervention, and motor inhibition tasks. The suite runs entirely in the browser, offline, with no server-side processing. Zero PII is collected. Participants are identified only by randomly generated session IDs. All data is anonymised by design. The suite is released under CC BY-NC 4.0 — non-commercial, open for use, adaptation, and contribution. This document describes the instrument design, the seven tests, the I_h calibration procedure, the D_I computation method, NASA-TLX implementation, and the CSV output format. Zero PII Commitment The IDD_SUITE_v1 adheres to a zero PII principle: no names, emails, or identifiers are collected; no IP addresses are logged; no demographic data is requested or stored; participant IDs are randomly generated per session and not retained; all data is anonymised by design. This is non-negotiable. The purpose is to study structural patterns, not individuals.

Keywords

behavioural testing software, exploratory research software, informational divergence;, human-computer interaction, human integration capacity, zero-PII software;, information overload, density-captured decision bias, digital decision-making;, experimental task;, digital decision-making, browser-based instrument

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average