Nontraditional Data in Pandemic Preparedness and Response: Identifying and Addressing First- and Last-Mile Challenges.

Mazzoli M, Varela-Lasheras I, Namorado S, Pereira Caetano C, Leite A, Hermans L, Hens N, Türkmen P, Kalimeri K, Ferres L, Cattuto C, Paolotti D, Verhulst S

Open source

DOI: 10.2196/85540
Published: 2026 Apr 29
Container: Journal of medical Internet research
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.2196/85540,
  title = {Nontraditional Data in Pandemic Preparedness and Response: Identifying and Addressing First- and Last-Mile Challenges.},
  author = {Mazzoli M and Varela-Lasheras I and Namorado S and Pereira Caetano C and Leite A and Hermans L and Hens N and Türkmen P and Kalimeri K and Ferres L and Cattuto C and Paolotti D and Verhulst S},
  year = {2026},
  journal = {Journal of medical Internet research},
  doi = {10.2196/85540},
  url = {https://doi.org/10.2196/85540}
}

RIS

TY  - JOUR
TI  - Nontraditional Data in Pandemic Preparedness and Response: Identifying and Addressing First- and Last-Mile Challenges.
AU  - Mazzoli M
AU  - Varela-Lasheras I
AU  - Namorado S
AU  - Pereira Caetano C
AU  - Leite A
AU  - Hermans L
AU  - Hens N
AU  - Türkmen P
AU  - Kalimeri K
AU  - Ferres L
AU  - Cattuto C
AU  - Paolotti D
AU  - Verhulst S
PY  - 2026
JO  - Journal of medical Internet research
DO  - 10.2196/85540
UR  - https://doi.org/10.2196/85540
ER  -

APA

M, M., I, V., S, N., C, P. C., A, L., L, H., N, H., P, T., K, K., L, F., C, C., D, P., & S, V. (2026). Nontraditional Data in Pandemic Preparedness and Response: Identifying and Addressing First- and Last-Mile Challenges.. Journal of medical Internet research. https://doi.org/10.2196/85540

Source records

pubmed · retrieved 2026-09-24T23:58:41.332Z