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A systematic review of randomized trials on the effectiveness of computer-tailored education on physical activity and dietary behaviors
Open accessAbstract
BACKGROUND: Although computer-tailored promotion of dietary change and physical activity has been identified as a promising intervention strategy, there is a need for a more systematic evaluation of the evidence. PURPOSE: This study systematically reviews the scientific literature on computer-tailored physical activity and nutrition education. METHODS: Intervention studies published from 1965 up to September 2004 were identified through a structured search in PubMed, PsycInfo, and Web of Science and an examination of reference lists of relevant publications. Studies were included that applied a pretest-posttest randomized-controlled trial design, were aimed at primary prevention among adults, used computer-tailored interventions to change physical activity and dietary behaviors, and were published in English. The search resulted in 30 publications-11 on physical activity behaviors and 26 on nutrition behaviors, some studies investigated multiple behaviors. RESULTS: Three of 11 of the physical activity studies and 20 of 26 of the nutrition studies found significant effects of the tailored interventions. The evidence was most consistent for tailored interventions on fat reduction. CONCLUSIONS: Overall, there seems to be potential for the application of computer tailoring for promoting healthy diets, but more research is needed to test computer-tailored interventions against other state-of-the-art intervention techniques and to identify the mechanisms underlying successful computer tailoring.
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“Studies of personalization in health care and medicine have been increasing in number since the early 2000s [22], with growing evidence showing their effectiveness [23-26].”
From The Personalization of Conversational Agents in Health Care: Systematic Review (2019) · cites this paper as [26]
Experimental — accuracy not yet measuredIn the citing paper
“Two systematic reviews on computer-based interventions to modify physical activity and dietary behaviors (Kroeze 2006; Wantland 2004) concluded that there is potential for the application of computer tailoring for promoting healthy diets.”
From Interactive computer-based interventions for weight loss or weight maintenance in overweight or obese people (2012) · cites this paper as Kroeze 2006
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Metadata
- Authors
- Kroeze, W., Werkman, A., & Brug, J.
- Affiliations
- Erasmus MC (NL)
- Wageningen University & Research (NL)
- Corresponding author
- Kroeze, Willemieke
- Venue
- Annals of Behavioral Medicine
- Publisher
- Oxford University Press (OUP)
- Published
- 2006-06
- Volume
- 31
- Issue
- 3
- Pages
- 205-223
- ISSN
- 0742-5554 (ISSN-L)
- 0883-6612
- 1532-4796
- OpenAlex
- W1991132102
- Cited by
- 570
- References
- 111
- Citations by year
- 2026: 2 · 2025: 9 · 2024: 11 · 2023: 6 · 2022: 21 · 2021: 12 · 2020: 16 · 2019: 24 · 2018: 20 · 2017: 17 · 2016: 31 · 2015: 36 · 2014: 41 · 2013: 31 · 2012: 55
- FWCI
- 5.39
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Annals of Behavioral Medicine (publishedVersion)
- PubMed (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (publishedVersion)
- Socio-Environmental Systems Modeling (acceptedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Topics
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
- Keywords
- computer-tailored intervention, physical activity behavior, dietary behavior, nutrition education, fat loss, primary prevention, adults, intervention effectiveness
- MeSH terms
- Computer-Assisted Instruction, Feeding Behavior, Health Education, Humans, Motor Activity, Randomized Controlled Trials as Topic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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