1
|
Lian H, Øverby NC, Vik FN, Medin AC, Osorio NG, Helle C, Bjørkkjær T, Love P, Rutter H, Barker ME, Hillesund ER, Helland SH. Implementation strategies: lessons learned during an e-learning intervention to improve dietary behaviors and feeding practices in early childhood education and care. BMC Nutr 2025; 11:7. [PMID: 39806465 PMCID: PMC11726949 DOI: 10.1186/s40795-024-00990-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 12/30/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Early Childhood Education and Care (ECEC) centers play an important role in fostering healthy dietary habits. The Nutrition Now project focusing on improving dietary habits during the first 1000 days of life. Central to the project is the implementation of an e-learning resource aimed at promoting feeding practices among staff and healthy dietary behaviours for children aged 0-3 years in ECEC. Implementing new interventions often presents challenges. This study explores ECEC staff views and experiences with selected strategies for implementing an e-learning resource in ECEC centers in a municipality in Southern Norway. METHODS The study is a part of the Nutrition Now study, a hybrid type 1 non-randomized controlled trial. The implementation process followed the Dynamic Integrated Evaluation Model (DIEM). Implementation strategies were selected from the Expert Recommendations for Implementing Change (ERIC) project and included identify and prepare champions, conduct educational meetings, distribute educational materials, create a learning collaborative, and remind clinicians. ECEC teachers from participating ECEC centers in the intervention municipality were recruited as champions. Brief (5-7 min minutes), semi-structured phone interviews, covering key points, were conducted with the champions 8 times, evenly distributed over six months. The interviews were analysed using qualitative thematic analysis. RESULTS In total, 29 of the invited ECEC centers (53%) participated, and 260 brief interviews (88%) were conducted with champions (n = 37). An evaluation of the feedback from the champions suggests that the five selected implementation strategies were acceptable. Five main themes were developed by qualitative analysis: 1) Being a champion resembles what I already do. 2) Educational meetings are fine but take time. I prefer when peers share experiences. 3) Newsletters were helpful and reminded me, but I do not always have enough time to read. 4) Evaluations have increased my awareness, and we do them informally and formally. 5) The regular phone calls reminded me I could receive support and express my opinion. CONCLUSION This study's findings suggest that several implementation strategies are acceptable for stakeholders in an ECEC e-learning healthy eating intervention. However, time constraints among champions may hinder deep engagement. These results provide valuable insights into how the selected implementation strategies may function in practice and how they are perceived and experienced by the ECECs staff. TRIAL REGISTRATION Trial registration on June 6, 2022: ISRCTN10694967 .
Collapse
Affiliation(s)
- Henrik Lian
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway.
| | - Nina Cecilie Øverby
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway
| | - Frøydis Nordgård Vik
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway
| | - Anine Christine Medin
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway
| | - Natalie Garzon Osorio
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway
| | - Christine Helle
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway
| | - Tormod Bjørkkjær
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway
| | - Penelope Love
- Insitute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC, Australia
| | - Harry Rutter
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway
- Department of Social and Policy Sciences, University of Bath, Bath, UK
| | - Mary Elizabeth Barker
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway
- School of Health Sciences, University of Southampton, Southampton, UK
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton General Hospital, Southampton, UK
| | - Elisabet Rudjord Hillesund
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway
| | - Sissel Heidi Helland
- Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway
| |
Collapse
|
2
|
Osorio NG, Vik FN, Helle C, Hillesund ER, Øverby NC, Helland SH, Love P, Barker ME, van Daele W, Abel MH, Rutter H, Bjørkkjær T, Gebremariam MK, Lian H, Medin AC. Implementing an early-life nutrition intervention through primary healthcare: staff perspectives. BMC Health Serv Res 2024; 24:1106. [PMID: 39304886 DOI: 10.1186/s12913-024-11582-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 09/12/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Nutrition interventions targeting early childhood can be cost-effective and may provide lifelong, intergenerational benefits. From October 2022 to April 2023 the Nutrition Now (NN) e-learning resource was implemented within Early Childhood Education and Care centres and the Maternal and Child Healthcare Centre (MCHC) in a southern Norwegian municipality. As part of the NN project, the present study aims to explore the MCHC staff's experiences with implementing the NN resource, to gain insights into measures important to scale up digital early-life nutrition interventions. METHODS Three group interviews were conducted among public health nurses and midwives alongside one individual interview with the department leader of a MCHC in May 2023. An inductive thematic analysis, as described by Braun and Clarke, was conducted to generate the key themes and subthemes regarding the implementation process of NN within the MCHC. RESULTS Three main themes were generated: [1] Important resource but not always utilized; [2] Parents are interested but had issues with access; and [3] Staff and stakeholder buy-in and commitment needed from the start. Overall, the staff viewed the NN resource as a potential tool for promoting diet-related topics and believed it could support the guidance they were already providing parents. However, few staff members fully familiarized themselves with the resource. While staff perceived parents as positive when informed about NN, they believed issues such as access challenges, competing platforms, and time constraints reduced parental engagement. Lastly, staff suggested improvements for NN's implementation, including enhanced training, better planning, assigning champions, and lowering the threshold for access. CONCLUSION The findings of this study suggest that the real-world implementation of digital evidence-based health behaviour interventions is feasible but would be enhanced by employing strategies focusing on engagement and utilization. TRIAL REGISTRATION The main study is registered in the ISRCTN registry with ID ISRCTN10694967, https://doi.org/10.1186/ISRCTN10694967 . (Registration date: 19-06-2022).
Collapse
Affiliation(s)
- Natalie Garzon Osorio
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway.
| | - Frøydis Nordgård Vik
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
| | - Christine Helle
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
| | - Elisabet Rudjord Hillesund
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
| | - Nina Cecilie Øverby
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
| | - Sissel H Helland
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
| | - Penelope Love
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC, Australia
| | - Mary Elizabeth Barker
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
- School of Health Sciences, University of Southampton, Southampton, UK
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton General Hospital, Southampton, UK
| | - Wim van Daele
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
| | - Marianne Hope Abel
- Centre for Evaluation of Public Health Measures, Norwegian Institute of Public Health, Oslo, Norway
| | - Harry Rutter
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
- Department of Social and Policy Sciences, University of Bath, Bath, UK
| | - Tormod Bjørkkjær
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
| | - Mekdes Kebede Gebremariam
- Department of Community Medicine and Global Health, Institute of Health and Society, University of Oslo, Oslo, Norway
| | - Henrik Lian
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
| | - Anine Christine Medin
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Kristiansand, Norway
| |
Collapse
|
3
|
Helle C, Hillesund ER, Øverby NC. Exploring Public Health Nurses' Thoughts, Needs and Expectations for the Development and Usability of an Online Parenting Resource on Early Nutrition Delivered through Primary Care: A Qualitative Study. Nutrients 2024; 16:2861. [PMID: 39275177 PMCID: PMC11397169 DOI: 10.3390/nu16172861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 08/08/2024] [Accepted: 08/22/2024] [Indexed: 09/16/2024] Open
Abstract
Public health nurses (PHNs) constitute an important source of nutritional knowledge for parents during the child's first 1000 days of life, but parents also seek advice from various online sources. Access to timely digital interventions may facilitate healthful eating habits later in life. In the Nutrition Now project, we wanted to combine previously evaluated digital interventions on early nutrition and implement the integrated intervention at municipality level. We prospectively explored PHNs' thoughts, needs and expectations regarding the development and usability of such a digital resource. Semi-structured interviews were conducted with six PHNs, and data was subjected to thematic analysis. Four main themes were identified: (1) an online resource on nutrition may be a useful tool; (2) the content should attract interest and be broad in scope; (3) it must be easy to apply and adapted to different users; and (4) participating in a development process should seem meaningful. Our findings highlight the need for easily accessible, quality-assured online information to underpin the guidance provided by PHNs. The study further sheds light on prerequisites considered by PHNs to be crucial for parents to engage in a digital resource, as well as their perspectives on how it best may be communicated and used.
Collapse
Affiliation(s)
- Christine Helle
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, 4604 Kristiansand, Norway
| | - Elisabet Rudjord Hillesund
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, 4604 Kristiansand, Norway
| | - Nina Cecilie Øverby
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, 4604 Kristiansand, Norway
| |
Collapse
|
4
|
Helland SH, Vejrup K, Overby NC. "I'm not sure whether I will implement it": exploring barriers and facilitators to implementing a digital "healthy eating" resource in early education and care settings - teachers' perspectives. BMC Public Health 2024; 24:1499. [PMID: 38835020 DOI: 10.1186/s12889-024-19014-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 05/30/2024] [Indexed: 06/06/2024] Open
Abstract
BACKGROUND Scaling up effective interventions to promote healthy eating habits in children in real-world settings is a pressing need. The success of implementation hinges crucially on engaging end-users and tailoring interventions to meet their specific needs. Building on our prior evaluation of a digital "healthy eating" resource for early childhood education and care (ECEC) staff; this qualitative study aims to pinpoint the barriers and facilitators that influence the successful implementation of such interventions. METHODS We conducted twelve semi-structured interviews with ECEC teachers in a Norwegian municipality. Interview participants were later invited to participate in focus groups where two discussions were conducted with five of the participants to reflect on the initial interview findings. Thematic analysis, facilitated by NVivo software, was employed to analyse the data, aiming to identify and summarize teachers' subjective experiences and perspectives. RESULTS Teachers' perceptions of barriers to the implementation of an upcoming digital "healthy eating" resource included: (1) No established tradition of using digital resources at work; (2) Uncertainty regarding the achievable outcomes of implementation; (3) Perception of the new "healthy eating" resource as cooking-focused and unnecessary; and (4) Hectic everyday life serving as a barrier to the long-term use of a digital resource. Facilitators for implementation included: (1) A user-friendly format; (2) Newsletters featuring seasonal tips inspire and serve as effective reminders; (3) Emphasis on research and legislation; and (4) Structuring the resource as a series and an idea bank. CONCLUSIONS The findings underscore the essential need for tailored strategies and comprehensive support structures to successfully implement a culturally appropriate digital "healthy eating" resource for ECEC staff, ensuring effectiveness and feasibility. TRIAL REGISTRATION This study was not registered in a trial registry as it is not a clinical trial or intervention study but serves as a pilot for the Nutrition Now study, trial identifier ISRCTN10694967 ( https://doi.org/10.1186/ISRCTN10694967 ), registration date: 19/06/2022.
Collapse
Affiliation(s)
- Sissel H Helland
- Department of Nutrition, and Public Health, Faculty of Health and Sport Sciences, University of Agder, PO Box 422, Kristiansand, 4604, Norway.
| | - Kristine Vejrup
- Norwegian Armed Forces Joint Medical Services, Institute of Military Epidemiology, Oslo, Norway
| | - Nina C Overby
- Department of Nutrition, and Public Health, Faculty of Health and Sport Sciences, University of Agder, PO Box 422, Kristiansand, 4604, Norway
| |
Collapse
|
5
|
Medin AC, Vik FN, Helle C, Helland SH, Wills AK, Osorio NG, Lian H, Ersfjord TI, Van Daele W, Bjørkkjær T, Valen EN, Gebremariam MK, Grasaas E, Kiland C, von Thiele Schwarz U, Abel MH, Love P, Campbell K, Rutter H, Barker ME, Hillesund ER, Øverby NC. Scaling up evidence-based digital early life nutrition interventions in a county setting: an implementation trial - protocol for Phase 2 of the Nutrition Now project. Front Public Health 2024; 11:1326787. [PMID: 38264256 PMCID: PMC10803599 DOI: 10.3389/fpubh.2023.1326787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 12/13/2023] [Indexed: 01/25/2024] Open
Abstract
Background Few effective health interventions transition from smaller efficacy or effectiveness studies to real-world implementation at scale, representing a gap between evidence and practice. Recognising this, we have developed Nutrition Now - a tailored digital resource building on four efficacious dietary interventions, aiming to improve nutrition in the important first 1,000 days of life. Nutrition Now targets and guides expectant parents and parents of 0-2 year olds, serves as a reliable source of evidence-based information for midwives and public health nurses at maternal and child healthcare (MCH) centres, and offers pedagogical tools for early childhood education and care (ECEC) staff. The aim of this study is to implement Nutrition Now at scale and evaluate the impact of different sets of multifaceted implementation strategies on implementation outcomes. Methods A quasi-experimental design with three study arms will be used, providing either low, medium or high implementation support, when rolled out in 50 municipalities in 2 counties in Norway. Nutrition Now will be implemented in MCH and ECEC settings and made available to expectant parents and parents of 0-2 year olds through social media and MCH. The implementation support builds on strategies described in the Expert Recommendations for Implementing Change (ERIC) implementation framework and is informed by dialogues with stakeholders. Impact of the different degree of implementation support will be assessed by examining reach, adoption, fidelity, and sustainability using usage data generated from the Nutrition Now resource, publicly available municipal data and qualitative interviews with MCH and ECEC staff. Discussion Nutrition Now Phase 2 will break new ground by scaling up successively delivered and complementary dietary interventions in the first 1,000 days of life in a real-life context. The project also seeks to identify what level of implementation support is most effective when implementing digital, scalable, evidence-based early-life nutrition interventions in community settings. The project will inform implementation research and provide knowledge about effective implementation strategies to be used in a national scale-up of Nutrition Now. Trial registration The study is registered prospectively (submitted 14/06/2022, registration date: 19/06/2022) in the International Standard Randomised Controlled Trial Number registry (ISRCTN): reg. Number: ISRCTN10694967, https://doi.org/10.1186/ISRCTN10694967.
Collapse
Affiliation(s)
- Anine Christine Medin
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Frøydis Nordgård Vik
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Christine Helle
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Sissel Heidi Helland
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Andrew Keith Wills
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Natalie Garzon Osorio
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Henrik Lian
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Torunn Iveland Ersfjord
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Wim Van Daele
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Tormod Bjørkkjær
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Erlend Nuland Valen
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Mekdes Kebede Gebremariam
- Department of Community Medicine and Global Health, Institute of Health and Society, University of Oslo, Oslo, Norway
| | - Erik Grasaas
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Charlotte Kiland
- Department of Political Science and Management, Faculty of Social Sciences, University of Agder, Kristiansand, Norway
| | - Ulrica von Thiele Schwarz
- School of Health, Care and Social Welfare, Mälardalen University, Västerås, Sweden
- Procome, Medical Management Centre, LIME, Karolinska Institutet, Stockholm, Sweden
| | - Marianne Hope Abel
- Centre for Evaluation of Public Health Measures, Norwegian Institute of Public Health, Oslo, Norway
| | - Penny Love
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Science, Deakin University, Geelong, VIC, Australia
| | - Karen Campbell
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Science, Deakin University, Geelong, VIC, Australia
| | - Harry Rutter
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
- Department of Social and Policy Sciences, University of Bath, Bath, United Kingdom
| | - Mary Elizabeth Barker
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
- School of Health Sciences, University of Southampton, Southampton, United Kingdom
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton General Hospital, Southampton, United Kingdom
| | - Elisabet Rudjord Hillesund
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| | - Nina Cecilie Øverby
- Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Priority Research Centre Lifecourse Nutrition, Kristiansand, Norway
| |
Collapse
|
6
|
Sousa ACA, Malarvannan G, Isobe T, Rato L. Editorial: Obesogens in the XXI century: emerging health challenges volume II. Front Endocrinol (Lausanne) 2023; 14:1292334. [PMID: 37867505 PMCID: PMC10586309 DOI: 10.3389/fendo.2023.1292334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 09/22/2023] [Indexed: 10/24/2023] Open
Affiliation(s)
- Ana C. A. Sousa
- Department of Biology, School of Science and Technology, University of Évora, Évora, Portugal
- Comprehensive Health Research Centre (CHRC), University of Évora, Évora, Portugal
| | - Govindan Malarvannan
- Department of Pharmaceutical Sciences, Toxicological Centre, University of Antwerp, Antwerp, Belgium
| | - Tomohiko Isobe
- Japan Environment and Children’s Study Programme Office, National Institute for Environmental Studies, Ibaraki, Japan
| | - Luís Rato
- CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal
- Health School of the Polytechnic Institute of Guarda, Guarda, Portugal
| |
Collapse
|
7
|
Feng J, Liu H, Mai S, Su J, Sun J, Zhou J, Zhang Y, Wang Y, Wu F, Zheng G, Zhu Z. Protocol of a parallel, randomized controlled trial on the effects of a novel personalized nutrition approach by artificial intelligence in real world scenario. BMC Public Health 2023; 23:1700. [PMID: 37660022 PMCID: PMC10474697 DOI: 10.1186/s12889-023-16434-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 08/01/2023] [Indexed: 09/04/2023] Open
Abstract
BACKGROUND Nutrition service needs are huge in China. Previous studies indicated that personalized nutrition (PN) interventions were effective. The aim of the present study is to identify the effectiveness and feasibility of a novel PN approach supported by artificial intelligence (AI). METHODS This study is a two-arm parallel, randomized, controlled trial in real world scenario. The participants will be enrolled among who consume lunch at a staff canteen. In Phase I, a total of 170 eligible participants will be assigned to either intervention or control group on 1:1 ratio. The intervention group will be instructed to use the smartphone applet to record their lunches and reach the real-time AI-based information of dish nutrition evaluation and PN evaluation after meal consumption for 3 months. The control group will receive no nutrition information but be asked to record their lunches though the applet. Dietary pattern, body weight or blood pressure optimizing is expected after the intervention. In phase II, the applet will be free to all the diners (about 800) at the study canteen for another one year. Who use the applet at least 2 days per week will be regarded as the intervention group while the others will be the control group. Body metabolism normalization is expected after this period. Generalized linear mixed models will be used to identify the dietary, anthropometric and metabolic changes. DISCUSSION This novel approach will provide real-time AI-based dish nutrition evaluation and PN evaluation after meal consumption in order to assist users with nutrition information to make wise food choice. This study is designed under a real-life scenario which facilitates translating the trial intervention into real-world practice. TRIAL REGISTRATION This trial has been registered with the Chinese Clinical Trial Registry (ChiCTR2100051771; date registered: 03/10/2021).
Collapse
Affiliation(s)
- Jingyuan Feng
- School of Public Health, Fudan University, Shanghai, China
| | - Hongwei Liu
- School of Public Health, Fudan University, Shanghai, China
| | - Shupeng Mai
- Division of Health Risk Factors Monitoring and Control, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Jin Su
- Division of Health Risk Factors Monitoring and Control, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Jing Sun
- Chinese Center for Disease Control and Prevention, National Institute for Nutrition and Health, Beijing, China
| | - Jianjie Zhou
- Basebit (Shanghai) Information Technology Co., Ltd, Shanghai, China
| | - Yingyao Zhang
- Basebit (Shanghai) Information Technology Co., Ltd, Shanghai, China
| | - Yinyi Wang
- Department of Nutrition and Food Science, Education, and Human Development, Steinhardt School of Culture, New York University, New York, USA
| | - Fan Wu
- School of Public Health, Fudan University, Shanghai, China.
| | - Guangyong Zheng
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
| | - Zhenni Zhu
- Division of Health Risk Factors Monitoring and Control, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China.
| |
Collapse
|