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Reliability-Aware Triangulation: A Layered Framework for Combining Quantitative and Narrative Signals in Impact Measurement

Year: 2026

Type: article

Abstract: A layered, reliability-aware framework for combining quantitative metrics and narrative text in impact measurement. The paper introduces an Evidence-Only Index and a transparent Impact Score designed to reduce circularity and score inflation while improving interpretability and robustness.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.19342399

Authors: Li, Leah(Yashu), Zhang, Xi

Language: English

Topic: Evaluation and Performance Assessment

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7146946245

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