Methodology Classifier

Classify papers by research method, paradigm, theory, design and contribution.

Methodology Classifier

The Methodology Classifier widget.

Overview

Classifies each paper’s methodology from its text (Title/Abstract/Keywords): the methods used and their broad paradigm (qualitative / quantitative / mixed), and — optionally — keyword-based schemes for theories & frameworks, research design and contribution type. Emits binary variables per method/paradigm/scheme and distribution tables; selecting heat-map cells outputs the documents using a pair of methods.

Inputs

  • Data (Table) — needs Abstract / Title (and optionally keywords).

Outputs

  • Per-document (Table) — methodology flags per paper.

  • Paradigms (Table) — paradigm distribution.

  • Methods (Table) — method distribution.

  • Selected Documents (Table) — documents using the selected method(s).

Controls

  • Text column — the text source for classification (Title, Abstract, both Keywords, or the combination).

  • Theories & frameworks / Research design / Contribution type — enable these additional keyword-based schemes.

Actions: Classify.