Faster Photovoice Qualitative Analysis with AI

According to the PLOS One protocol by Ejike et al., PLOS One (published August 4, 2026) the authors will map photovoice studies that examine how greenspaces influence community health and the community actions that arise from participatory projects (PLOS One).

• Ejike et al., PLOS One (published August 4, 2026) will include studies published from January 1997 to the present, because photovoice was first described in 1997.
• Ejike et al., PLOS One (received April 29, 2026; accepted July 16, 2026) list nine electronic databases to be searched and will include grey literature via Google Scholar and the first 200 Google hits.
• Ejike et al., PLOS One (2026) frame photovoice as a participatory tool: "photovoice enables individuals to document and reflect on their lived environments, " which supports community-driven advocacy outcomes.

Answer: Ejike et al., PLOS One (2026) published a scoping review protocol that defines how photovoice studies about greenspaces and health will be identified, charted, and synthesized.

Ejike et al., PLOS One (2026) will perform a three-step search strategy across nine electronic databases including PubMed, MEDLINE, PsycINFO, ERIC, AMED, CINAHL, Embase, ProQuest Dissertations and Theses Global, and Web of Science, plus grey literature searches on Google Scholar and Google.

Ejike et al., PLOS One (2026) will include primary photovoice studies from any country and in any language, with an inclusion window from January 1997 to the present, and will exclude quantitative-only studies and reviews unless photovoice is a distinct component.

Ejike et al., PLOS One (2026) plan dual independent screening and data extraction using Covidence, thematic synthesis of qualitative findings, and quality context via the JBI Critical Appraisal Tools and GRADE for the body of evidence.

Answer: The PLOS One protocol implies researchers should plan for broader data types and explicit documentation of participatory steps when conducting photovoice syntheses.

Ejike et al., PLOS One (2026) emphasize inclusion of mixed-methods only when photovoice is a distinct component, which means research teams should tag photos, captions, group dialogue transcripts, and dissemination actions separately at collection time.

Ejike et al., PLOS One (2026) highlight gaps in arid-region studies and LMIC coverage, so teams working in those contexts should pre-register translations and local coding schemes to ensure representation in a future scoping map.

Ejike et al., PLOS One (published August 4, 2026) provide a transparent protocol for mapping photovoice studies on greenspaces and health that teams can follow or adapt for multisite syntheses.

Researchers should prepare searchable metadata at collection, plan dual independent checks as in the protocol, and use AI-assisted ingestion for photos, captions, and transcripts to accelerate thematic synthesis without sacrificing auditability.

To pilot the workflow described here using your own photovoice data, Try Evidano for free to ingest multimodal files, run thematic and cross-segment analyses, and export audit-ready tables for policy or publication.