ArticleQualitative health research2024
Artificial Intelligence Augmented Qualitative Analysis: The Way of the Future?
Article in Qualitative health research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
41 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Making the most of big qualitative datasets: a living systematic review of analysis methods.Frontiers in big data · 2024Pooled it
- The benefits and future potential of generative artificial intelligence (GAI) on mental health: a Delphi study.International journal of qualitative studies on health and well-being · 2026Article
- Multimodule Human-Artificial Intelligence Collaboration Pipeline for Large Language Model-Assisted Thematic Analysis Across Digital Health Interview Studies: Comparative Evaluation Study.JMIR medical informatics · 2026Article
- The use and methodological reporting of large language models in qualitative research: a scoping review.BMC medical research methodology · 2026Article
- Occupational therapists' perceptions of artificial intelligence: Potential, preparedness, and training needs.Australian occupational therapy journal · 2026Article
- Integrating Large Language Models into Qualitative Methods in Health Services Research: A Proof-of-Concept Study.Research square · 2026Article
- Conversational, Longitudinal, Ecological Assessment (CLEA): Exploring a new AI-driven method for qualitative data collection in a behavioural health context.PLOS digital health · 2026Article
- Economic insecurity, access to menstrual materials, and sexual coercion: a qualitative study among adolescent schoolgirls in Ibadan, Nigeria.Reproductive health · 2026Article
- Reflecting on LLM Support in Reflexive Thematic Analysis: An Exploratory Study.Qualitative health research · 2026Article
- Human Analysis vs. Artificial Intelligence: Analyzing of Qualitative Medical Students' Narratives.Qualitative health research · 2026Article
- Query-Based Analysis: A Strategy for Analyzing Qualitative Data Using ChatGPT.Qualitative health research · 2026Article
- Team-Based Analysis of Large-Scale Qualitative Data: Tutorial Using a Nationwide SMS Text Messaging Poll of Youth.Journal of medical Internet research · 2026Article
- Risky or rigorous? Developing trustworthiness criteria for AI-supported qualitative data analysis.Anatomical sciences education · 2026Article
- Comparing qualitative thematic analysis and machine-based topic modelling in the analysis of autistic and ADHD young people's accounts of emotions.Scientific reports · 2026Article
- Unmet Needs and Service Priorities for ADHD in Australia: AI-Assisted Analysis of Senate Inquiry Submissions.International journal of environmental research and public health · 2026Article
- Navigating artificial intelligence in qualitative research: ethical and practical considerations from concept to publication.Frontiers in research metrics and analytics · 2026Article
- Searching for rich stories in Rich Pictures: Analysing visual stories about living with cancer.PloS one · 2026Article
- AI versus human coding of NIH grant abstracts.PloS one · 2026Article
- Psychiatric comorbidities and sexual health risks in HIV-serodiscordant heterosexual couples involving women with borderline personality disorder: a mixed-method study and theoretical modeling.Frontiers in psychiatry · 2026Article
- Qualitative research in gerontology: rigor, legacy, and the next wave of innovation.Innovation in aging · 2026Article
Corrections and comments
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Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The artificial intelligence (AI) revolution is here and gathering momentum, thanks to new models of natural language processing (NLP) and rapidly increasing adoption by the public. NLP technology uses statistical analysis of language structures to analyse and generate human language, using text or speech as its source material. It can also be applied to visual mediums like images and videos. A few qualitative research early adopters are beginning to adopt this technology into their work, but our understanding of its potential remains in its infancy. This article will define and describe NLP-based AI and discuss its benefits and limitations for reflexive thematic analysis in health research. While there are many platforms available, ChatGPT is the most well-known and accessible. A worked example using ChatGPT to augment reflexive thematic analysis is provided to illustrate potential application in practice. This article is intended to inspire further conversation around the role of AI in qualitative research and offer practical guidance for researchers seeking to adopt this technology.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.