Evidence map›Paper›PMID 40778840›Full record

ArticleJournal of medical Internet research2025

Measuring Reliable Internet Connectivity Among Families with Children: Secondary Analysis of a US National Survey.

Tran T Doan, Kelsey A Schweiberger, Samuel R Wittman, Tamar Krishnamurti, Sarah K Burns, Janel Hanmer, Kristin N Ray

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. 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. Review
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.

Tran T DoanDepartment of Health Systems, Management, and Policy, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, 13001 East 17th Place, Aurora, CO, 80045-2570, United States, 1 3037245050.ORCID http://orcid.org/0000-0001-8862-5707
Kelsey A SchweibergerDepartment of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.ORCID http://orcid.org/0000-0001-5854-5300
Samuel R WittmanDepartment of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.ORCID http://orcid.org/0000-0002-6306-2319
Tamar KrishnamurtiDepartment of Medicine, University Pittsburgh School of Medicine, Pittsburgh, PA, United States.ORCID http://orcid.org/0000-0002-3416-2230
Sarah K BurnsDepartment of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.ORCID http://orcid.org/0000-0003-1404-2175
Janel HanmerDepartment of Medicine, University Pittsburgh School of Medicine, Pittsburgh, PA, United States.ORCID http://orcid.org/0000-0001-6159-2482
Kristin N RayDepartment of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.ORCID http://orcid.org/0000-0003-3817-1449

Funding

Understanding Use of Direct to Consumer Telemedicine for Pediatric Acute Respiratory InfectionsR01AI148159 · NIAID · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI RAY, KRISTIN N · 2020 to 2023
$2.9M
NIAID NIH HHS R01 AI148159
6 · The paper itself

Abstract

Background: Reliable internet connectivity is crucial for family participation in pediatric digital health care, including telehealth. Lack of internet connectivity is a barrier to pediatric telehealth access. While surveys commonly inquire about metrics, such as internet plan or device ownership, fewer measures exist for the reliability of internet connectivity when needed. There is limited knowledge of the national prevalence of reliable internet connectivity among households with children and how reports of reliable internet connectivity are associated with use of internet plans and devices. Objective: We examined the prevalence of reliable internet connectivity among households with children and its association with digital technology access and sociodemographic factors. Methods: We performed a secondary data analysis of a US national cross-sectional survey examining parents' health-seeking decisions for children younger than 18 years old. The respondent panel was hosted by the National Opinion Research Center (NORC) AmeriSpeak. This analysis focused on survey items on reliable internet connectivity, digital technology access (internet plan type and device ownership type), and sociodemographic characteristics (education, employment, geographic region, race and ethnicity, and disability) of parent respondents and their children. The dependent variable was a binary indicator of household reliable internet connectivity. Respondents were categorized as having unreliable internet connectivity if they self-reported internet worry or unreliable internet experience. Unadjusted Rao-Scott chi-square tests and adjusted multivariable logistic regressions with sampling weights were applied. Results: The final survey sample (N=1158) comprised 753 (55%) females, 614 (57%) non-Hispanic White, and 948 (81%) metropolitan respondents. There were 125 (12%) parents who reported internet worry, 152 (13%) parents who reported unreliable internet experience, and 76 (7%) parents who reported both. Combining these measures, we identified 201 (19%) parents with unreliable internet connectivity, defined as reporting either internet worry or unreliable internet experience. In contrast, 957 (81%) parents reported reliable internet connectivity in the household. In adjusted analysis, reliable internet connectivity was significantly associated with owning both nonmobile and mobile internet plans combined (86% reliable internet connectivity) versus nonmobile internet plan-only (67%; P=.001); postgraduate (94%) versus high school education (75%; P<.001); employment (84%) versus unemployment (76%; P=<.01); racial and ethnic marginalized status (77%) versus nonmarginalized (85%; P=<.01); and disability (70%) versus without disability (85%; P<.001), but not with device ownership, geographic region, race and ethnicity as separate groups, or parent sex. Conclusions: One-fifth of families with children experienced unreliable internet connectivity, highlighting an important dimension of the digital health divide that appears distinct from internet plan use or device ownership alone. Future research is needed to derive consensus on measuring reliable internet connectivity as a separate metric, including specifying the definition, survey questions, response options, and time frame of unreliability experience. Since reliable internet connectivity is needed for the growing field of digital health care, it is a critical issue for equitable pediatric health care access and delivery.

Indexed as

InternetAdolescentAdultChildCross-Sectional StudiesFemaleHumansMaleTelemedicineUnited Statesbroadband internetchilddigital dividehealth disparitiesinternet accessinternet connectivityparentstelehealthtelemedicine

Identifiers

PMID40778840
PMCPMC12333314

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.