Evidence mapPaperPMID 41623722Full record

ArticleDigital health

Digital health adoption in nutrition care: A national cross-sectional, Arabic-validated survey and cluster analysis of patient experience and willingness to use telenutrition in Saudi Arabia.

Noura Ms Eid

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

1 author.

Noura Ms EidDepartment of Clinical Nutrition, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia.ORCID https://orcid.org/0000-0002-1964-0353

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: As part of the global digital health transformation and Saudi Vision 2030 priorities in chronic disease prevention, understanding public acceptance and preferences for telenutrition services is crucial for developing effective digital nutrition care platforms. Objectives: This study aimed to adapt, translate, and validate a U.S.-based national telemedicine survey for the Saudi context, to assess adults' prior use, comfort, willingness, and preferences regarding direct-to-consumer (DTC) telenutrition services. Methods: A cross-sectional survey was completed by 930 Saudi adults recruited from major urban cities. The survey instrument was adapted, translated, and validated using standard procedures, including internal consistency reliability using Cronbach's alpha coefficient. Descriptive statistics, chi-square tests, binary logistic regression, and two-step cluster analysis. Results: Among 930 respondents, 61.5% expressed comfort and 54.9% reported willingness to use telenutrition services, increasing to 78.5% when referring to family members. Key predictors of willingness included previous experience with virtual care (OR = 1.52, Conclusions: These findings underscore the need for culturally tailored, digitally inclusive telenutrition platforms that address sociodemographic differences. Investing in digital health literacy and infrastructure is essential for empowering nutrition care delivery in Saudi Arabia.

Indexed as

Dietitiansdigital healthdirect to consumerpatient experiencereadinessSaudi Arabiatelenutritionwillingness

Identifiers

PMID41623722
PMCPMC12858783

What Socratic holds

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LicenceCC BY-NC
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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.