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Heavy Metal Index

Characterizing Behaviors Associated with Enteric Pathogen Exposure among Infants in Rural

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Cited by4 pages
Metals measured1
Evidence tierB
Year2022

Overview

This source page is a mechanical bulk-ingest record for a PDF in the research-pulls corpus. It preserves source-level identity, routeable product/analyte scope, and exact extracted numeric lines for later human or fresh-context audit. It does not derive HMTc thresholds, percentiles, or brand-by-brand comparisons.

Key numbers

The worker extracted the full PDF text with layout preservation twice and compared extraction hashes before commit. The following lines are copied from numeric/table-bearing regions of the PDF and retain the source units and wording where legible:

  • diaper changes (14/18, 77.8%); however only a third (4/11, 36.4%) were observed washing their hands; 2) the observers
  • June to August of 2018 in Esmeraldas (population among others (see Supplemental Table 1 for a detailed
  • plemental Table 2 for a detailed description of activities). In vation of the same infant concurrently and then compared
  • recognize compared with individual contacts. they woke up from a nap (mean time 10:30 AM). We chose
  • low. For the repeated spot checks, we calculated the mean and 36.3 hours during Phase 3.
  • and 95% confidence intervals for the intraclass correlation Phase 1. Because observations were scheduled to begin
  • vary from 0 to 1.38 We selected the spot check results at all showed that infants sometimes slept (12.5%) or could not
  • available time points during Phase 1 and Phase 2 to calcu- be observed (6.2%) at least once in the final 2 hours of the
  • late the ICC. In Phase 3, all spot checks items were passed observation; children slept during 18.8% of hours during the
  • an ICC value lower than 0.59 were checked over three sepa- diaper change in 75.0% (12/16) of the observations (Table 2).
  • (range: 1 week–23.5 months), whereas all infants in Phase 3
  • Male, n (%) 28 (37.8) 9 (47.4) sion of the observation form, it was reported frequently in
  • A total of 60 diaper change events were observed, 17 during Phase 1, 30 during Phase 2, and 13 during Phase 3. Of 70 observations, 45 (64.3%) included at least one diaper change event.
  • that only 50.0% (15/30) of observed events were followed by during four of 32 total observations (8/92 hours) during
  • often cleaned their infants with baby wipes (60.0%), followed observed. Cohen’s kappa was 0.20 (agreement due to
  • as a single “episode,” we recorded 70 of 92 (76.1%) observa- checks in Phase 1 and 2 was 17.2% among mothers/
  • tion hours with at least one instance of another person kiss- caregivers and 33.3% among infants. However, both meas-
  • hour (interquartile range (IQR)): 1–3). Infants frequently and 0.55, respectively. Other spot check ICCs such as
  • median of 1 episode per hour was observed (IQR: 1–4) hour variation throughout the observation, with ICCs higher
  • (Table 3). Infants were also observed touching other people, than 0.9 (Table 4).
  • Action Phase contact episode (25th, 75th percentile) Mean oral contact events/hour (SD)
  • Unwashed utensils or cookware 1 and 2 26/149 (17.5%) 67/123 (54.5%) 0.74 (0.46, 0.90)
  • Dusty kitchen and dining area 1 and 2 12/149 (8.1%) 55/137 (40.1%) 0.88 (0.52, 0.98)
  • We observed 13 diaper changes during Phase 3 in 57.9%
  • episode lasted 1.6 min (IQR: 0.9–3.8 min), while the median DISCUSSION
  • In Phase 3, 75.0% of mothers reported washing hands after Infancy is a period of rapid motor development, accompa-
  • diaper changes (14/18, 77.8%), whereas 4 of 11 (36.4%) nied by intense engagement and exploration of the environ-
  • remember behaviors could also introduce recall bias.43,44 mouthing median frequency of 1.9 episodes per hour, Davis
  • mon than prior studies in rural communities in other parts of reported an object-mouthing median frequency of 1.8 epi-

Methods (brief)

  • ford University, CA; open-source link: https://github.com/ COVID-19 pandemic. No sample size calculation was per-
  • 200.000), a coastal city in northwestern Ecuador. For the description). Observers collected the data on paper forms.
  • recruited participants by convenience sample among write notes at least every hour throughout the observation
  • click on a blank button if no other activity followed or click Additional variables. We also collected basic sociodemo-
  • iors. Consistent with Phase 2, we recorded mouthing and household was located. These variables were collected
  • ment between reported and observed household animal observation. Additional details were collected in the observ-
  • (Phase 2 and 3) was less tiring for both observers and partic- exposure behaviors rates are based on a limited sample size
  • mostly sleeping. Second, scheduling the visit in advance structured observations should use larger sample sizes.

Implications

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Verification notes

  • Identity check: DOI, raw handle, candidate cite-key, and SHA-256 were compared against existing wiki/sources/ pages before creation.
  • Full-PDF read: pdftotext -layout was run on the full PDF twice; extracted text hashes matched before the page was written.
  • Numeric verification: numeric/table-bearing lines were selected mechanically from the verified extraction and preserved without unit conversion or rounding.
  • Brand firewall: the worker skips PDFs when extracted numeric lines appear brand/manufacturer-sensitive; this page contains category-level or species-level evidence only.
  • HMTc firewall: no threshold, percentile, pass/fail, clean/dirty, or certification math is stated.

Update history

The five most recent substantive edits to this page, classified major (evidence or structure moved), correction (a published value or statement was wrong and has been fixed), or minor (narrative rewritten without changing the underlying evidence). Each description is derived from what the edit did to this page; the linked commit is the authoritative record, routine regeneration passes are excluded, and the full version history lives in git. When DOI minting comes online (see schema docs), each entry below will also link to a version-pinned DataCite DOI.

CommitDateChangeDescription
b01ec52c2026-08-04major2 sections added
d49e450f2026-08-03major5 sections added; narrative text revised