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DISHA 4.0 HCOS
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RESOURCES → KNOWLEDGE → RESEARCH

In-depth research.

DISHA's deep-research environment for original studies, literature synthesis, methodological frameworks, datasets, research notes and evidence-led analysis — with scope, methodology, sources and limitations always disclosed.

Where can a visitor go when an insight is not enough and they need evidence, methodology and deeper analysis?

Illustrative knowledge system — every asset is DISHA-original synthetic starter content until the owner's real publishing library is connected.
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The research library

Research DISHA-original

Measuring Capability, Not Credentials: A Longitudinal Task-Evidence Study

An 18-month illustrative study comparing credential-based and evidence-based readiness signals across five industry settings.

Skills & ReadinessAI & Human Capital

DISHA Research Desk · Updated 2026-09-18 · 22 min · Cross-industry · Technical readers

Research DISHA-original

Qualification-Gated Workforces: Coverage Dynamics in Safety-Critical Operations

How certification currency, roster constraints and ramp demand interact in mining, maritime and healthcare settings (synthetic simulation).

Skills & ReadinessWorkforce

DISHA Research Desk · Updated 2026-08-29 · 18 min · Cross-industry · Technical readers

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Research External

Literature Review: Explainability Requirements in Employment AI

A synthesis of regulatory guidance and academic literature on explainable automated employment decisions, 2019–2026.

AI & Human CapitalGovernance & Trust

DISHA Research Desk · Updated 2026-08-12 · 25 min · Cross-industry · Technical readers

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Research DISHA-original

The Task-Evidence Method Library

The canonical methods behind DISHA research objects: task decomposition, evidence capture, readiness modeling and validation designs.

Skills & Readiness

DISHA Research Desk · Updated 2026-09-02 · 12 min · Cross-industry · Technical readers

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Research governance: scope, methodology, sources, limitations and version date are published with every study. Original research is DISHA's; external work is curated and attributed — never passed off. Illustrative library now; real studies publish here.