Evidence map›Paper›PMID 39777061›Full record

ArticleDigital health

Impact of digital device utilization on public health surveillance to enhance city resilience during the public health emergency response: A case study of SARS-CoV-2 response in Thailand (2020-2023).

Watcharaporn Chutarong, Roongaroon Thammalikhit, Rungwasun Kraiklang, Anurak Sawangwong, Orachorn Saechang, Yuqian Guo, Weiwen Zhang

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Watcharaporn ChutarongDepartment of Urban Development and Management, School of Public Affairs, Zhejiang University, Hangzhou, Zhejiang, China.ORCID https://orcid.org/0000-0002-7716-7170
Roongaroon ThammalikhitThe Division of Preventive Medicine, Directorate of Medical Services, Royal Thai Air Force, Bangkok, Thailand.
Rungwasun KraiklangDepartment of Industrial Engineering, Faculty of Engineering and Technology, Rajamangala University of Technology Isan, Nakhon Ratchasima, Thailand.ORCID https://orcid.org/0000-0002-2524-1869
Anurak SawangwongIndustrial Engineering, Faculty of Engineering, Thai-Nichi Institute of Technology, Bangkok, Thailand.
Orachorn SaechangFaculty of Political Science and Public Administration, Chiang Mai University, Chiang Mai, Thailand.
Yuqian GuoDepartment of Anesthesiology and Intensive Care Medicine, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.
Weiwen ZhangDepartment of Urban Development and Management, School of Public Affairs, Zhejiang University, Hangzhou, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aims to examine the impact of digital devices on public health surveillance, the impact of public health surveillance on resilient cities, and the impact of digital devices on resilient cities. Methods: Questionnaires were issued to residents of Thailand during the severe acute respiratory syndrome coronavirus 2 response (2020-2023). In total, 1025 valid responses were recorded from Thai nationals and expatriates. Exploratory factor analysis, confirmatory factor analysis, and structural equation modeling were used to assess the model through IBM SPSS 23 and AMOS 23. Results: Digital devices have a strong positive direct effect on public health surveillance ( Conclusion: Digital devices are vital tools in collecting, analyzing, and disseminating public health surveillance-related data during the public health emergency. This, in turn, can improve medical and vaccine, individual, health care, epidemiological, and disease surveillance, and also enhance cities' socioeconomic, institutional, and living resilience.

Indexed as

city resilienceDigital deviceinfectious disease controlpublic health emergencypublic health surveillanceThailand

Identifiers

PMID39777061
PMCPMC11705365

What Socratic 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 Socratic graph.