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Digital Health Interventions Targeting Nutrition, Physical Activity and Chronic Disease Management

A special issue of Nutrients (ISSN 2072-6643). This special issue belongs to the section "Nutrition and Public Health".

Deadline for manuscript submissions: closed (15 March 2023) | Viewed by 15167

Special Issue Editors


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Guest Editor
Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903, USA
Interests: chronic disease management; health equity; patient engagement; culturally informed design; universal design; health informatics; community engagement; human factors; mixed methods

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Guest Editor
Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22903, USA
Interests: lifestyle interventions; obesity; effectiveness trials; dissemination and implementation research; translational research; rural health

Special Issue Information

Dear Colleagues,

We are pleased to announce a Special Issue focused on discussing the role of digital health in nutrition, physical activity, and chronic disease management.

Digital health, the collection of tools for measurements and interventions in the service of human health, is a rapidly growing component of the healthcare and food system ecosystems. Digital health also includes mHealth, where patients and healthcare providers use wireless and mobile devices (cell phones, tablets, and more) to improve healthcare services, health outcomes, and health research.

Digital health solutions can take many forms, including those that are patient- or care-partner-facing (i.e., consumer health informatics solutions), clinician-facing (i.e., clinical informatics solutions), or a combination of both (i.e., collaborative health informatics solutions). In the context of nutrition, digital health has applications across broad contexts, including, but not limited to, dietary assessments, precision nutrition, nutrition-focused interventions, patient–provider communication, and food production as well as supply chain innovations. Despite the above, the failure to realize the full potential of digital health in nutrition stems from poor usability, inadequate user support, and a lack of consideration for the social determinants of health and other contextual factors.

In this Special Issue of Nutrients, we welcome the submission of manuscripts that provide insights into the application of digital health in nutrition. Furthermore, we welcome submissions of digital health manuscripts that 1) explore the intersectionality of nutrition with physical activity and/or chronic disease management; 2) provide original research, theoretical contributions, reviews on the current state of research, and perspective pieces; 3) address any stage of the design life cycle, from needs assessment through to intervention, implementation, and evaluation; and 4) incorporate a health equity perspective.

Dr. Rupa S. Valdez
Prof. Dr. Jamie Zoellner
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Nutrients is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2900 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • digital health
  • mHealth
  • nutrition
  • physical activity
  • chronic disease management
  • health equity

Published Papers (8 papers)

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Research

24 pages, 1382 KiB  
Article
Unraveling the Gut Microbiome–Diet Connection: Exploring the Impact of Digital Precision and Personalized Nutrition on Microbiota Composition and Host Physiology
by Giada Bianchetti, Flavio De Maio, Alessio Abeltino, Cassandra Serantoni, Alessia Riente, Giulia Santarelli, Maurizio Sanguinetti, Giovanni Delogu, Roberta Martinoli, Silvia Barbaresi, Marco De Spirito and Giuseppe Maulucci
Nutrients 2023, 15(18), 3931; https://doi.org/10.3390/nu15183931 - 11 Sep 2023
Cited by 2 | Viewed by 3494
Abstract
The human gut microbiome, an intricate ecosystem housing trillions of microorganisms within the gastrointestinal tract, holds significant importance in human health and the development of diseases. Recent advances in technology have allowed for an in-depth exploration of the gut microbiome, shedding light on [...] Read more.
The human gut microbiome, an intricate ecosystem housing trillions of microorganisms within the gastrointestinal tract, holds significant importance in human health and the development of diseases. Recent advances in technology have allowed for an in-depth exploration of the gut microbiome, shedding light on its composition and functions. Of particular interest is the role of diet in shaping the gut microbiome, influencing its diversity, population size, and metabolic functions. Precision nutrition, a personalized approach based on individual characteristics, has shown promise in directly impacting the composition of the gut microbiome. However, to fully understand the long-term effects of specific diets and food components on the gut microbiome and to identify the variations between individuals, longitudinal studies are crucial. Additionally, precise methods for collecting dietary data, alongside the application of machine learning techniques, hold immense potential in comprehending the gut microbiome’s response to diet and providing tailored lifestyle recommendations. In this study, we investigated the complex mechanisms that govern the diverse impacts of nutrients and specific foods on the equilibrium and functioning of the individual gut microbiome of seven volunteers (four females and three males) with an average age of 40.9 ± 10.3 years, aiming at identifying potential therapeutic targets, thus making valuable contributions to the field of personalized nutrition. These findings have the potential to revolutionize the development of highly effective strategies that are tailored to individual requirements for the management and treatment of various diseases. Full article
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19 pages, 1372 KiB  
Article
Do People Want the ‘New Normal’? A Mixed Method Investigation of Young Person, Parent, and Clinician Experience and Preferences for Eating Disorder Treatment Delivery in the Post-COVID-19 World
by Julian Baudinet, Anna Konstantellou, Ashlea Hambleton, Katrin Bialluch, Georgina Hurford and Catherine S. Stewart
Nutrients 2023, 15(17), 3732; https://doi.org/10.3390/nu15173732 - 25 Aug 2023
Cited by 1 | Viewed by 1180
Abstract
Eating disorder treatment was predominantly provided online during the COVID-19 pandemic, which has continued into the post-pandemic world. This mixed method study explored young person, parent/caregiver, and clinician experiences of child and adolescent eating disorder treatment. In total, 90 participants (25 young people, [...] Read more.
Eating disorder treatment was predominantly provided online during the COVID-19 pandemic, which has continued into the post-pandemic world. This mixed method study explored young person, parent/caregiver, and clinician experiences of child and adolescent eating disorder treatment. In total, 90 participants (25 young people, 49 parents/caregivers, and 16 clinicians) completed online surveys about the experience of online working. Data were compared to similar data collected by the same service earlier in the pandemic. The results show that preferences are largely unchanged since 2020; online treatment is considered helpful and acceptable by all groups. Nevertheless, face-to-face assessment sessions (young people: 52.2%; and parents/caregivers: 68.9%) and final sessions (young people: 82.6%; and parents/caregivers: 82.2%) were preferred compared to online. There was also a preference for early treatment sessions to either be always or mostly face-to-face (young people: 65.2%; and parents/caregivers: 73.3%). The middle and latter parts of treatment were a time when preferences shifted slightly to a more hybrid mode of delivery. Participants reported finding engagement with the therapist (young people: 70.6%; and parents/caregivers: 52.5%) easier during face-to-face treatment. Stepping away from the binary of online or face-to-face, the current data suggest that a hybrid and flexible model is a way forward with current findings providing insights into how to structure this. Full article
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18 pages, 2150 KiB  
Article
Gut Symptoms during FODMAP Restriction and Symptom Response to Food Challenges during FODMAP Reintroduction: A Real-World Evaluation in 21,462 Participants Using a Mobile Application
by Eirini Dimidi, Katerina Belogianni, Kevin Whelan and Miranda C. E. Lomer
Nutrients 2023, 15(12), 2683; https://doi.org/10.3390/nu15122683 - 9 Jun 2023
Cited by 3 | Viewed by 2584
Abstract
Background: There is limited evidence regarding the use of low FODMAP diet apps. This study aimed to evaluate the effectiveness of an app intended to reduce symptoms in FODMAP restriction and symptoms and tolerance of high FODMAP food challenges during FODMAP reintroduction and [...] Read more.
Background: There is limited evidence regarding the use of low FODMAP diet apps. This study aimed to evaluate the effectiveness of an app intended to reduce symptoms in FODMAP restriction and symptoms and tolerance of high FODMAP food challenges during FODMAP reintroduction and personalisation. Methods: Data were collected from 21,462 users of a low FODMAP diet app. Self-reported gut symptoms during FODMAP restriction, reintroduction, and personalisation and dietary triggers were identified from symptom response data for FODMAP food challenges. Results: Compared with baseline, at the end of FODMAP restriction, participants (n = 20,553) reported significantly less overall symptoms (11,689 (57%) versus 9105 (44%)), abdominal pain (8196 (40%) versus 6822 (33%)), bloating (11,265 (55%) versus 9146 (44%)), flatulence (10,318 (50%) 8272 (40%)), and diarrhoea (6284 (31%) versus 4961 (24%)) and significantly more constipation (5448 (27%) versus 5923 (29%)) (p < 0.001 for all). During FODMAP reintroduction, participants (n = 2053) completed 8760 food challenges; the five most frequent challenges and n/N (%) of dietary triggers identified were wheat bread 474/1146 (41%), onion 359/918 (39%), garlic 245/699 (35%), milk 274/687 (40%), and wheat pasta 222/548 (41%). The most frequently reported symptoms during food challenges were overall symptoms, abdominal pain, bloating, and flatulence. Conclusions: In a real-world setting, a low FODMAP diet app can help users improve gut symptoms and detect dietary triggers for long-term self-management. Full article
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14 pages, 5744 KiB  
Article
Photo-Enhanced Health Promotion Messages to Target Reduction in Dietary Sugar among Residents of Public Housing
by Mabeline Velez, Lisa M. Quintiliani, Yinette Fuertes, Annelli Román and Brenda Heaton
Nutrients 2023, 15(11), 2601; https://doi.org/10.3390/nu15112601 - 1 Jun 2023
Viewed by 1054
Abstract
Interventions intended to reduce the consumption of dietary sugars among those population groups demonstrating disproportionately greater and more frequent consumption of sugar-sweetened beverages and foods (SSBF) would benefit from intervention strategies that are tailored to population-specific barriers and facilitators. The objective of this [...] Read more.
Interventions intended to reduce the consumption of dietary sugars among those population groups demonstrating disproportionately greater and more frequent consumption of sugar-sweetened beverages and foods (SSBF) would benefit from intervention strategies that are tailored to population-specific barriers and facilitators. The objective of this study was to develop and evaluate the acceptability of photo-enhanced and theory-based health promotion messages that target the reduction in SSBF among adult residents of public housing developments, a population known for their high rates of chronic disease. Using the message development tool as a framework, we developed a series of 15 SSBF reduction messages, using an iterative process with community member input. We then evaluated the acceptability of the messages and compared three delivery mechanisms: print, text, and social media. We recruited participants who were residents of urban public housing developments, and who spoke either English or Spanish. A majority of participants identified as being of Hispanic ethnicity (73%). The message acceptability scoring did not appear to differ according to the assigned delivery mechanism, despite some imbalances in participants’ characteristics across delivery mechanisms. The messages that targeted motivation were least likely to be accepted. In conclusion, our findings suggest that engaging members of the community at all phases of the development process was a feasible method to develop SSBF reduction messages with a high perceived acceptability. Full article
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18 pages, 1355 KiB  
Article
A Technology-Driven, Healthcare-Based Intervention to Improve Family Beverage Choices: Results from a Pilot Randomized Trial in the United States
by Kristina H. Lewis, Fang-Chi Hsu, Jason P. Block, Joseph A. Skelton, Marlene B. Schwartz, James Krieger, Leah Rose Hindel, Beatriz Ospino Sanchez and Jamie Zoellner
Nutrients 2023, 15(9), 2141; https://doi.org/10.3390/nu15092141 - 29 Apr 2023
Viewed by 1874
Abstract
Background: Healthcare-based interventions to address sugary beverage intake could achieve broad reach, but intensive in-person interventions are unsustainable in clinical settings. Technology-based interventions may provide an alternative, scalable approach. Methods: Within an academic health system in the United States that already performs electronic [...] Read more.
Background: Healthcare-based interventions to address sugary beverage intake could achieve broad reach, but intensive in-person interventions are unsustainable in clinical settings. Technology-based interventions may provide an alternative, scalable approach. Methods: Within an academic health system in the United States that already performs electronic health record-based sugary drink screening, we conducted a pilot randomized trial of a technology-driven family beverage choice intervention. The goal of the intervention was to reduce sugar-sweetened beverage (SSB) and fruit juice (FJ) consumption in 60 parent–child dyads, in which children were 1–8 years old. The pediatrician-initiated intervention consisted of a water promotion toolkit, a video, a mobile phone application, and 14 interactive voice-response phone calls to parents over 6 months. The study was conducted between June 2021 and May 2022. The aim of the pilot study was to assess the potential feasibility and efficacy of the newly developed intervention. Results: Intervention fidelity was excellent, and acceptability was high for all intervention components. Children in both the intervention and the control groups substantially decreased their consumption of SSB and FJ over follow-up (mean combined baseline 2.5 servings/day vs. 1.4/day at 6 months) and increased water consumption, but constrained linear mixed-effects models showed no differences between groups on these measures. Compared to parents in the control group, intervention parents had larger decreases in SSB intake at 3 months (−0.80 (95% CI: −1.54, −0.06, p = 0.03) servings daily), but these differences were not sustained at 6 months. Conclusion: These findings suggest that, though practical to implement in a clinical care setting and acceptable to a diverse participant group, our multicomponent intervention may not be universally necessary to achieve meaningful behavior changes around family beverage choice. A lower-intensity intervention, such as EHR-based clinical screening alone, might be a less resource-intense way for health systems to achieve similar behavioral outcomes. Future studies might therefore explore whether, instead of applying a full intervention to all families whose children overconsume SSB or FJ, a stepped approach, starting with clinical screening and brief counseling, could be a better use of health system resources. Full article
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10 pages, 306 KiB  
Article
Adherence to Online Nutritional Monitoring Was Associated with Better Food Habits in People with T1DM during the COVID-19 Pandemic in Brazil
by Daniela Lopes Gomes, Emily Cristina Barbosa da Silva, Aline Leão Reis, Manuela Maria de Lima Carvalhal, Jeane Lorena Dias Kikuchi, Gabriela Correia Uliana and Talita Nogueira Berino
Nutrients 2023, 15(9), 2121; https://doi.org/10.3390/nu15092121 - 28 Apr 2023
Viewed by 1167
Abstract
Until this moment, no research has been found that has assessed adherence to online nutritional monitoring by adults with Diabetes Mellitus Type 1 (T1DM) during the pandemic. This article aims to analyze the association between eating habits and adherence to nutritional online care [...] Read more.
Until this moment, no research has been found that has assessed adherence to online nutritional monitoring by adults with Diabetes Mellitus Type 1 (T1DM) during the pandemic. This article aims to analyze the association between eating habits and adherence to nutritional online care by adults with T1DM during social distancing because of the COVID-19 pandemic in Brazil. A cross-sectional study was carried out in July 2020. An online form was used to collect sociodemographic data, financial status, eating habits, carrying out online nutritional monitoring, and adherence to social distancing. Pearson’s chi-squared test was performed with adjusted residual analysis and binomial logistic regression analysis (p < 0.05). Out of the 472 adults, only 8.9% had consulted with a nutritionist. Doing nutritional monitoring online during social distancing was associated with a reduction in the consumption of ultra-processed foods (p = 0.021), eating more servings of fruit (p = 0.036), and doing carbohydrate counting (CC) more frequently (p = 0.000). Doing nutritional monitoring online increased adherence to carbohydrate counting by 2.57 times and increased the consumption of fruits by 0.423 times. Therefore, nutritional monitoring, even if performed remotely, can influence the acquisition and maintenance of healthier eating habits, in addition to assisting adherence to the practice of CC. Full article
16 pages, 3784 KiB  
Article
Outcomes of a Caregiver-Focused Short Message Service (SMS) Intervention to Reduce Intake of Sugar-Sweetened Beverages in Rural Caregivers and Adolescents
by Donna-Jean P. Brock, Maryam Yuhas, Kathleen J. Porter, Philip I. Chow, Lee M. Ritterband, Deborah F. Tate and Jamie M. Zoellner
Nutrients 2023, 15(8), 1957; https://doi.org/10.3390/nu15081957 - 19 Apr 2023
Cited by 2 | Viewed by 1277
Abstract
This study examined enrollment, retention, engagement, and behavior changes from a caregiver short message service (SMS) component of a larger school-based sugar-sweetened beverage (SSB) reduction intervention. Over 22 weeks, caregivers of seventh graders in 10 Appalachian middle schools received a two-way SMS Baseline [...] Read more.
This study examined enrollment, retention, engagement, and behavior changes from a caregiver short message service (SMS) component of a larger school-based sugar-sweetened beverage (SSB) reduction intervention. Over 22 weeks, caregivers of seventh graders in 10 Appalachian middle schools received a two-way SMS Baseline Assessment and four monthly follow-up assessments to report their and their child’s SSB intake and select a personalized strategy topic. Between assessments, caregivers received two weekly one-way messages: one information or infographic message and one strategy message. Of 1873 caregivers, 542 (29%) enrolled by completing the SMS Baseline Assessment. Three-quarters completed Assessments 2–5, with 84% retained at Assessment 5. Reminders, used to encourage adherence, improved completion by 19–40%, with 18–33% completing after the first two reminders. Most caregivers (72–93%) selected a personalized strategy and an average of 28% viewed infographic messages. Between Baseline and Assessment 5, daily SSB intake frequency significantly (p < 0.01) declined for caregivers (−0.32 (0.03), effect size (ES) = 0.51) and children (−0.26 (0.01), ES = 0.53). Effect sizes increased when limited to participants who consumed SSB twice or more per week (caregivers ES = 0.65, children ES = 0.67). Findings indicate that an SMS-delivered intervention is promising for engaging rural caregivers of middle school students and improving SSB behaviors. Full article
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16 pages, 483 KiB  
Article
Effectiveness of a Smartphone App (e-12HR) in Improving Adherence to the Mediterranean Diet in Spanish University Students by Age, Gender, Field of Study, and Body Mass Index: A Randomized Controlled Trial
by Luis M. Béjar, Pedro Mesa-Rodríguez, Angélica Quintero-Flórez, María del Mar Ramírez-Alvarado and María Dolores García-Perea
Nutrients 2023, 15(7), 1688; https://doi.org/10.3390/nu15071688 - 30 Mar 2023
Cited by 1 | Viewed by 1661
Abstract
There is an urgent need to implement intervention programs to promote adherence to the Mediterranean diet (AMD) in university students to prevent non-communicable diseases. A powerful tool for this is smartphone apps. Furthermore, it is necessary to determine the subgroups that are most [...] Read more.
There is an urgent need to implement intervention programs to promote adherence to the Mediterranean diet (AMD) in university students to prevent non-communicable diseases. A powerful tool for this is smartphone apps. Furthermore, it is necessary to determine the subgroups that are most likely to benefit from these technologies. The objective is to evaluate the effectiveness of an app (e-12HR) at improving AMD in a sample of Spanish university students and different strata. The study method was a controlled and randomized clinical trial over a four-week follow-up period and involving 385 participants (76.9% women). The participants were in two parallel groups: the control group (CG) and the intervention group (IG), with only the IG receiving feedback to improve their AMD. There were significant statistical improvements (with higher values in the IG) at week four, after no significant statistical differences at baseline (Week One): in the whole sample: +25.7% AMD index and +74.5% percentage with moderate/high AMD index. In the subgroups, seven of eight subgroups, ranging in AMD index from +17.8% (≥20 years) to +33.0% (<20 years); and for males, in weeks two (+27.9%) and three (+23.9%), but not at week four. In conclusion, e-12HR could improve AMD among university students (in the total sample and all subgroups, except ≥25 kg/m2). Full article
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