Pattern matching analysis: Overview of its rationale and application in qualitative research

As qualitative research progresses, a precise understanding of the specific techniques that are still underdeveloped in literature is key. This discursive article provides a comprehensive overview of pattern matching analysis, a method that compares theoretical patterns derived from existing theories with empirical data to assess the agreement between theory and observed phenomena. Given the lack of consensus on the procedure for conducting this technique, this review addresses the gap in the qualitative literature. The significance of pattern matching analysis is emphasized because of its capacity to bridge theory and data, allowing refinement or qualitative testing of the theory. This article reviews and highlights the approaches and procedures used for pattern matching. It proposes meaning overlap as a guiding criterion for discerning the congruence between theoretical and empirical patterns. This study presents pattern matching as a versatile and formal method, emphasizing its potential for testing and refining theories in deductive qualitative research.

Authors

Institutions

Publication Details

Journal
Methodological Innovations
Published
2025-03-01
DOI
https://doi.org/10.1177/20597991251325451
Citations
6
Primary Topic
Customer Service Quality and Loyalty
Type
article
Field-Weighted Citation Impact
16.58
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Pattern matching analysis: Overview of its rationale and application in qualitative research

Lizardo Vargas-Bianchi
6 citations
Methodological Innovations
Customer Service Quality and Loyalty
16.58
article

Pattern matching analysis: Overview of its rationale and application in qualitative research

Lizardo Vargas-Bianchi
article en
6 citations

Abstract

As qualitative research progresses, a precise understanding of the specific techniques that are still underdeveloped in literature is key. This discursive article provides a comprehensive overview of pattern matching analysis, a method that compares theoretical patterns derived from existing theories with empirical data to assess the agreement between theory and observed phenomena. Given the lack of consensus on the procedure for conducting this technique, this review addresses the gap in the qualitative literature. The significance of pattern matching analysis is emphasized because of its capacity to bridge theory and data, allowing refinement or qualitative testing of the theory. This article reviews and highlights the approaches and procedures used for pattern matching. It proposes meaning overlap as a guiding criterion for discerning the congruence between theoretical and empirical patterns. This study presents pattern matching as a versatile and formal method, emphasizing its potential for testing and refining theories in deductive qualitative research.

Methodological InnovationsVol. 18(1)
Universidad de Lima (PE)
Openalex Percentile: Top 1%
Customer Service Quality and Loyalty
16.58
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Pattern matching analysis: Overview of its rationale and application in qualitative research — Lizardo Vargas-Bianchi · Methodological Innovations (2025) | TGRS Research Map | TGRS