Laura M König, Miranda Van Emmenis, Johanna Nurmi, Aikaterini Kassavou, Stephen Sutton
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Characteristics of smartphone-based dietary assessment tools: a systematic review.
Smartphones have become popular in assessing eating behaviour in real-life and real-time. This systematic review provides a comprehensive overview of smartphone-based dietary assessment tools, focusing on how dietary data is assessed and its completeness ensured. Seven databases from behavioural, social and computer science were searched in March 2020. All observational, experimental or intervention studies and study protocols using a smartphone-based assessment tool for dietary intake were included if they reported data collected by adults and were published in English. Out of 21,722 records initially screened, 117 publications using 129 tools were included. Five core assessment features were identified: photo-based assessment (48.8% of tools), assessed serving/ portion sizes (48.8%), free-text descriptions of food intake (42.6%), food databases (30.2%), and classification systems (27.9%). On average, a tool used two features. The majority of studies did not implement any features to improve completeness of the records. This review provides a comprehensive overview and framework of smartphone-based dietary assessment tools to help researchers identify suitable assessment tools for their studies. Future research needs to address the potential impact of specific dietary assessment methods on data quality and participants' willingness to record their behaviour to ultimately improve the quality of smartphone-based dietary assessment for health research.
期刊介绍:
The publication of Health Psychology Review (HPR) marks a significant milestone in the field of health psychology, as it is the first review journal dedicated to this important and rapidly growing discipline. Edited by a highly respected team, HPR provides a critical platform for the review, development of theories, and conceptual advancements in health psychology. This prestigious international forum not only contributes to the progress of health psychology but also fosters its connection with the broader field of psychology and other related academic and professional domains. With its vital insights, HPR is a must-read for those involved in the study, teaching, and practice of health psychology, behavioral medicine, and related areas.