Evidence map›Paper›PMID 42231397›Full record

ArticleBMC research notes2026

Integrating portable X-Ray fluorescence and personal air sampling into ethnographic field research during agrichemical fumigation in an avocado orchard: field challenges encountered and lessons learned.

Sandra Ivonne Arroyo Sánchez, Michael Anastario, Cynthia Armendáriz-Arnez, Courtney Roper

Abstract read
In one paragraph

Article in BMC research notes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Sandra Ivonne Arroyo SánchezEscuela Nacional de Estudios Superiores, Unidad Morelia, Universidad Nacional Autónoma de México, Morelia, México.
Michael AnastarioDepartment of Health Sciences, Northern Arizona University, Flagstaff, AZ, USA. Michael.anastario@nau.edu.
Cynthia Armendáriz-ArnezEscuela Nacional de Estudios Superiores, Unidad Morelia, Universidad Nacional Autónoma de México, Morelia, México.
Courtney RoperUniversity of Mississippi, Oxford, MS, USA.

Funding

SSCIMA: Integrating Analysis of Socio-economic Sub-population Dynamics to Improve Spatial Models of Infectious DiseaseU54MD012388 · NIMHD · NORTHERN ARIZONA UNIVERSITY · PI ANNA L SCHWARTZ · 2017 to 2026
$49.7M
NIMHD NIH HHS U54 MD012388Southwest Health Engagement and Research Collaborative NIMHD U54MD012388The Support Program for Research and Technological Innovation (PAPIIT-UNAM) IN226424
6 · The paper itself

Abstract

objectiveThe purpose of this research was to pilot a methodology for integrating portable X-ray fluorescence (pXRF), personal air sampling, and ethnographic field notes during an agrichemical fumigation event in a commercial avocado orchard in Michoacán, Mexico. Portable exposure-assessment technologies are increasingly used in field research; however, there remains limited methodological demonstration of how ethnographers can integrate these instruments into real-time observation and analysis.

resultsInstrument outputs were aligned with ethnographic documentation of movement, labor practices, and routine activities during fumigation. This approach revealed short-duration exposure dynamics linked to specific practices across environmental matrices, including airborne particulates and orchard surfaces. The field deployment also revealed substantial workflow and ergonomic constraints, particularly related to time-stamping observations, synchronizing instrument outputs with field notes, and managing cognitive load while operating multiple devices. This study is not intended to offer a comprehensive exposure characterization. Instead, it provides a methodological demonstration based on data from a single fumigation event. These findings demonstrate the feasibility of integrating portable analytical instruments into ethnographic fieldwork while highlighting practical considerations for researchers conducting environmental and occupational exposure assessments.

Indexed as

AgricultureEnvironmental MonitoringFumigationOccupational ExposurePerseaPortable X-RaySpectrometry, X-Ray EmissionAnthropology, CulturalHumansMexicoAgricultural workAnthroposomicsEnvironmental exposureEthnographyMethodological integrationPortable X-ray fluorescence

Identifiers

PMID42231397
PMCPMC13445835

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.