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Solomou S, Robinson H, Perez-Algorta G. The association of diet quality with the mental health of students during their transition to university. PLoS One 2024; 19:e0312123. [PMID: 39405296 PMCID: PMC11478860 DOI: 10.1371/journal.pone.0312123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 10/01/2024] [Indexed: 10/19/2024] Open
Abstract
University students are at risk of experiencing mental health and diet quality problems during their transition to university. This study aimed to examine the bidirectional associations between the diet quality and mental health of students during their transition to universities in the UK, and the impact of the transition on diet quality and mental health. The study adopted a cross-sectional design and took place during the first semester of year 2021-2022. Participants were first year undergraduate students at four UK universities, living at student halls. They were invited to participate by completing online surveys, including a diet quality instrument (Short Form Food Frequency Questionnaire), a mental health instrument (Depression Anxiety and Stress Scale) and a quality of transition instrument (College Adjustment Questionnaire). Results showed that a healthy diet was associated with good mental health (b = -3.46, 95% CI [-6.14, -.78]). Unfavourable mental health was associated with having an unhealthy diet (b = -.01, 95% CI [-.02, -.00]). Transition did not moderate the relationship between diet quality and mental health of students, or vice versa (ps> .05). Preliminary analyses showed a significant direct effect of good quality of transition to university on good mental health (b = -1.51, 95% CI [-1.88, -1.13]), but did not have an indirect effect via diet quality; there were no significant direct or indirect effects on diet quality, however larger studies are needed to replicate these preliminary analyses. Our current findings can inform university policies and health education research, and further research is needed to determine whether interventions to improve diet quality at the university level could reduce mental health issues, and whether interventions to support students under stress may lead to healthier dietary habits. Cross-sectional studies cannot determine the directionality of effects, hence longitudinal studies are required to enhance our understanding of the relationships between diet quality and mental health over time.
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Affiliation(s)
- Solomis Solomou
- Faculty of Health and Medicine, Lancaster University, Bailrigg, Lancaster, United Kingdom
| | - Heather Robinson
- Faculty of Health and Medicine, Lancaster University, Bailrigg, Lancaster, United Kingdom
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Shi Y, Fu L, Li S, Jiang K, Shi Z, Sharma M, Zhao Y. Psychosocial profiles influencing healthy dietary behaviors among adolescents in Shandong Province, China: a cross-sectional study. Front Nutr 2024; 11:1418950. [PMID: 39364157 PMCID: PMC11448453 DOI: 10.3389/fnut.2024.1418950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 08/30/2024] [Indexed: 10/05/2024] Open
Abstract
Objectives We aimed to assess the influence of psychosocial profiles on dietary behaviors among school-aged adolescents in China. Methods A cross-sectional study was conducted involving 7,862 adolescents from 100 schools in Shandong, China. Psychosocial profiles and dietary behaviors were assessed using the Junior High School Students' Psychosocial Profiles Questionnaire (JPPQ) and the Chinese Diet Quality Questionnaire (DQQ), respectively. Linear regression models were used to investigate the association between adolescents' psychosocial profiles and dietary behaviors. Results The mean age of the participants was 13.18 ± 1.15 years; 48.5% of them were boys. The majority of participants (97.90%) were Han Chinese, and approximately half of the participants (50.90%) resided in rural areas. After adjusting for sociodemographic characteristics and family computer and Internet ownership and usage, healthy dietary behavior was positively correlated with higher psychosocial profile scores (p < 0.05). The stratified analysis results revealed that the group with the highest psychosocial profile score was associated with an increased overall global dietary reference (GDR) score in "households without a family computer and Internet" ( β : 5.357, 95% Cl: 4.931-5.784, p < 0.05). Conclusion Good psychosocial profiles exhibit a positive influence on healthy dietary behaviors. Therefore, policymakers should focus on Internet usage to maximize the positive effects on global youth health behaviors.
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Affiliation(s)
- Ya Shi
- School of Public Health, Chongqing Medical University, Chongqing, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
- Research Center for Public Health Security, Chongqing Medical University, Chongqing, China
- Nutrition Innovation Platform-Sichuan and Chongqing, School of Public Health, Chongqing Medical University, Chongqing, China
| | - Lin Fu
- School of Public Health, Chongqing Medical University, Chongqing, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
- Research Center for Public Health Security, Chongqing Medical University, Chongqing, China
- Nutrition Innovation Platform-Sichuan and Chongqing, School of Public Health, Chongqing Medical University, Chongqing, China
| | - Shengping Li
- Chongqing Health Center for Women and Children, Women and Children’s Hospital of Chongqing Medical University, Chongqing, China
| | - Ke Jiang
- School of Public Health, Chongqing Medical University, Chongqing, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
- Research Center for Public Health Security, Chongqing Medical University, Chongqing, China
- Nutrition Innovation Platform-Sichuan and Chongqing, School of Public Health, Chongqing Medical University, Chongqing, China
| | - Zumin Shi
- Human Nutrition Department, College of Health Sciences, QU Health, Qatar University, Doha, Qatar
| | - Manoj Sharma
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV, United States
- Department of Internal Medicine, Kirk Kerkorian School of Medicine, University of Nevada, Las Vegas, NV, United States
| | - Yong Zhao
- School of Public Health, Chongqing Medical University, Chongqing, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
- Research Center for Public Health Security, Chongqing Medical University, Chongqing, China
- Nutrition Innovation Platform-Sichuan and Chongqing, School of Public Health, Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory of Child Nutrition and Health, Children’s Hospital of Chongqing Medical University, Chongqing, China
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Arrazat L, Nicklaus S, de Lauzon-Guillain B, Marty L. Behavioural determinants of healthy and environmentally friendly diets in French university students. Appetite 2024; 200:107532. [PMID: 38815688 DOI: 10.1016/j.appet.2024.107532] [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: 02/14/2024] [Revised: 05/03/2024] [Accepted: 05/27/2024] [Indexed: 06/01/2024]
Abstract
Although encouraging the shift toward sustainable diets in young adults is a major challenge to preserve population and planet health, the precursors of sustainable diets in this population remain unknown. This study aimed to identify the behavioural determinants of healthier and more environmentally friendly diets among university students. A sample of 582 French university students reported their food consumption using an online 125-item food frequency questionnaire. The nutritional quality (adherence to French recommendations, sPNNS-GS2) and the greenhouse gas emissions (GHGE) of students' diets were calculated for an isocaloric diet. Behavioural determinants were measured based on a literature review and classified into the Capability, Opportunity, Motivation Behaviour (COM-B) framework. Linear models, adjusted for socioeconomic characteristics, were run to identify the most prominent behavioural predictors of nutritional quality and GHGE of students' diets. Higher cooking skills (β = 0.38, p = 0.01) and health motives (β = 0.91, p < 0.001) were associated with higher nutritional quality. Greater environmental knowledge was linked to lower GHGE (β = -0.07, p = 0.002), while health and weight control motives were associated with higher GHGE (β = 0.26, p = 0.02 and β = 0.39, p < 0.001). Enhancing cooking skills and environmental knowledge could enable healthy and environmentally friendly diets, but health-based motives can act as a lever and as a barrier.
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Affiliation(s)
- Laura Arrazat
- Centre des Sciences du Goût et de l'Alimentation, CNRS, INRAE, Institut Agro, Université de Bourgogne, 17 Rue Sully, 21065, Dijon Cedex, France
| | - Sophie Nicklaus
- Centre des Sciences du Goût et de l'Alimentation, CNRS, INRAE, Institut Agro, Université de Bourgogne, 17 Rue Sully, 21065, Dijon Cedex, France
| | - Blandine de Lauzon-Guillain
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), F-75004, Paris, France
| | - Lucile Marty
- Centre des Sciences du Goût et de l'Alimentation, CNRS, INRAE, Institut Agro, Université de Bourgogne, 17 Rue Sully, 21065, Dijon Cedex, France.
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Dahl AA, Ademu L, Fandetti S, Harris R. University Food Environment Assessment Methods and Their Implications: Protocol for a Systematic Review. JMIR Res Protoc 2024; 13:e54955. [PMID: 39178404 PMCID: PMC11380064 DOI: 10.2196/54955] [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: 12/05/2023] [Revised: 04/26/2024] [Accepted: 06/25/2024] [Indexed: 08/25/2024] Open
Abstract
BACKGROUND While the retail food environment has been well studied, research surrounding the university food environment is still emerging. Existing research suggests that university food environments can influence behavioral outcomes such as students' dietary choices, which may be maintained long-term. Despite a growing interest in assessing university food environments, there is no standardized tool for completing this task. How researchers define "healthy" when assessing university food environments needs to be clarified. This paper describes the protocol for systematically reviewing literature involving university food environment assessments. OBJECTIVE This paper aimed to describe the protocol for a systematic review of the assessments of university food environments. The review will summarize previously used tools or methods and their implications. METHODS Electronic databases, including PubMed (NLM), Cochrane Library (Wiley), Web of Science (Clarivate), APA PsycINFO (EBSCO), CINAHL (Cumulative Index to Nursing & Allied Health) Complete (EBSCO), ProQuest Nursing and Allied Health, and Google Scholar were searched for papers published between 2012 and 2022 using combinations of related medical subject headings terms and keywords. The electronic databases were supplemented by reviewing the reference list for all included papers and systematic reviews returned with our search results. The review will include all study types, including randomized controlled trials, observational studies, and other pre-post designs. Papers that examine at least 1 aspect of the university food environment, such as cafeterias, campus convenience stores, and vending machines, were considered for inclusion. A total of 2 reviewers will independently screen titles and abstracts, complete a full-text review, extract data, and perform a quality assessment of included papers, with a third reviewer resolving any conflicts. The Quality Assessment for Diverse Studies (QuADS) tool was used to determine the methodological quality of selected studies. A narrative and tabular summary of the findings were presented. There will not be a meta-analysis due to the methodological heterogeneity of the included papers. RESULTS The initial queries of 4502 records have been executed, and papers have been screened for inclusion. Data extractions were completed in December 2023. The results of the review were accepted for publication in May 2024. The systematic review generated from this protocol will offer evidence for using different assessment tools to examine the campus food environment. CONCLUSIONS This systematic review will summarize the tools and methods used to assess university food environments where many emerging adults spend a significant part of their young adult lives. The findings will highlight variations in practice and how "healthy" has been defined globally. This review will provide an understanding of this unique organizational food environment with implications for practice and policy. TRIAL REGISTRATION PROSPERO CRD42023398073; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=398073. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/54955.
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Affiliation(s)
- Alicia Anne Dahl
- Department of Epidemiology and Community Health, University of North Carolina at Charlotte, Charlotte, NC, United States
| | - Lilian Ademu
- Texas A&M Institute for Advancing Health Through Agriculture, Texas A&M AgriLife Research Centre at El Paso, El Paso, TX, United States
| | - Stacy Fandetti
- Department of Epidemiology and Community Health, University of North Carolina at Charlotte, Charlotte, NC, United States
| | - Ryan Harris
- J. Murrey Atkins Library, University of North Carolina at Charlotte, Charlotte, NC, United States
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Gligorić K, Zbinden R, Chiolero A, Kıcıman E, White RW, Horvitz E, West R. Measuring and shaping the nutritional environment via food sales logs: case studies of campus-wide food choice and a call to action. Front Nutr 2024; 11:1231070. [PMID: 38899323 PMCID: PMC11186467 DOI: 10.3389/fnut.2024.1231070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 05/14/2024] [Indexed: 06/21/2024] Open
Abstract
Although diets influence health and the environment, measuring and changing nutrition is challenging. Traditional measurement methods face challenges, and designing and conducting behavior-changing interventions is conceptually and logistically complicated. Situated local communities such as university campuses offer unique opportunities to shape the nutritional environment and promote health and sustainability. The present study investigates how passively sensed food purchase logs typically collected as part of regular business operations can be used to monitor and measure on-campus food consumption and understand food choice determinants. First, based on 38 million sales logs collected on a large university campus over eight years, we perform statistical analyses to quantify spatio-temporal determinants of food choice and characterize harmful patterns in dietary behaviors, in a case study of food purchasing at EPFL campus. We identify spatial proximity, food item pairing, and academic schedules (yearly and daily) as important determinants driving the on-campus food choice. The case studies demonstrate the potential of food sales logs for measuring nutrition and highlight the breadth and depth of future possibilities to study individual food-choice determinants. We describe how these insights provide an opportunity for stakeholders, such as campus offices responsible for managing food services, to shape the nutritional environment and improve health and sustainability by designing policies and behavioral interventions. Finally, based on the insights derived through the case study of food purchases at EPFL campus, we identify five future opportunities and offer a call to action for the nutrition research community to contribute to ensuring the health and sustainability of on-campus populations-the very communities to which many researchers belong.
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Affiliation(s)
| | | | - Arnaud Chiolero
- Population Health Laboratory (#PopHealthLab), University of Fribourg, Fribourg, Switzerland
- School of Population and Global Health, McGill University, Montreal, QC, Canada
- Swiss School of Public Health (SSPH+), Zurich, Switzerland
| | | | | | - Eric Horvitz
- Office of the Chief Scientific Officer, Microsoft, Redmond, WA, United States
| | - Robert West
- Data Science Lab, EPFL, Lausanne, Switzerland
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Dahl AA, Fandetti SM, Ademu LO, Harris R, Racine EF. Assessing the Healthfulness of University Food Environments: A Systematic Review of Methods and Tools. Nutrients 2024; 16:1426. [PMID: 38794664 PMCID: PMC11123862 DOI: 10.3390/nu16101426] [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: 04/16/2024] [Revised: 05/04/2024] [Accepted: 05/07/2024] [Indexed: 05/26/2024] Open
Abstract
The availability, promotion, and price of healthy foods within the university food environment may impact students' dietary choices. This systematic review summarizes the tools and methods used to assess the healthfulness of university food environments where many students spend a significant portion of their emerging adulthood. Thirty-six global studies published between 2012 and 2022 were sourced from PubMed (NNLM), Cochrane Library (Wiley), Web of Science (Clarivate), APA PsycInfo (EBSCO), CINHAL Complete (EBSCO), ProQuest Nursing, and Allied Health, following PRISMA 2020 guidelines. Of the included studies, 58% were institutional-level audits, 17% examined individual-level perceptions, and 25% combined both. Most institutional-level audits focused on one aspect of the food environment (e.g., eateries, vending machines). For studies examining multiple spaces within the campus environment (38%), comprehensive assessments were limited, and most studies had to employ a combination of assessment tools. Surveys were most often used to gather individual perceptions about the food environment. The Nutrition Environment Measures Survey (NEMS) was the most commonly used tool across all studies. This review highlights the need for a standardized tool, method, or a "healthy" benchmark for specific use at universities to improve methodological rigor and comparability of findings across institutions.
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Affiliation(s)
- Alicia Anne Dahl
- Department of Public Health Sciences, College of Health and Human Services, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Stacy M. Fandetti
- Department of Public Health Sciences, College of Health and Human Services, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Lilian O. Ademu
- Institute for Advancing Health Through Agriculture, Texas A&M AgriLife Research Center at El Paso, Texas A&M University, El Paso, TX 79927, USA
| | - Ryan Harris
- J. Murrey Atkins Library, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Elizabeth F. Racine
- Texas A&M AgriLife Research Center at El Paso, Texas A&M University, El Paso, TX 79927, USA;
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Arrazat L, Nicklaus S, de Lauzon-Guillain B, Marty L. Identification of three dietary groups in French university students and their associations with nutritional quality and environmental impact. Front Nutr 2023; 10:1323648. [PMID: 38188873 PMCID: PMC10771388 DOI: 10.3389/fnut.2023.1323648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 11/23/2023] [Indexed: 01/09/2024] Open
Abstract
Introduction The student period is associated with changes in eating habits, usually leading to diets of lower nutritional quality. However, some variability may exist in students' dietary patterns. We aimed to describe French students' diets and identify dietary groups that may vary in nutritional quality and environmental impact. Methods A representative sample of French students (N = 582) for age, sex and scholarship status completed an online 125-item food frequency questionnaire. The nutritional quality of diets was assessed by a score of adherence to the French nutritional guidelines (sPNNS-GS2 score, ranging from-17 to 11.5) and its environmental impact by greenhouse gas emissions for an isocaloric diet (GHGE). An ascending hierarchical classification analysis on food and beverage intakes led to three dietary groups. Between-group differences in food consumption, dietary indicators and sociodemographic characteristics were investigated using ANOVA models. Results The average sPNNS-GS2 score of students' diets was -0.8 ± 2.8, representing a 57% coverage of French nutritional recommendations, and GHGE were 5.4 ± 1.7 kg eCO2/2000 kcal. The three dietary groups were: a healthy diet group (20% of the sample) with the highest nutritional quality and high GHGE, which included older students with a higher level of physical activity; a Western diet group (40%) with the worst nutritional quality and high GHGE, which included more students who lived with their parents; and a frugal diet group (40%) with the lowest energy intake, intermediate nutritional quality, and low GHGE, which included more students who lived alone. Conclusion None of the dietary groups optimized both nutritional quality and environmental impact simultaneously, which suggests an apparent incompatibility in the student population between these two sustainability dimensions. These findings emphasize the need for tailored public health policies that acknowledge the diversity of student eating patterns and address specific individual barriers to healthy and sustainable diets.
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Affiliation(s)
- Laura Arrazat
- Centre des Sciences Du Goût et de l’Alimentation, CNRS, INRAE, Institut Agro, Université de Bourgogne, Dijon, France
| | - Sophie Nicklaus
- Centre des Sciences Du Goût et de l’Alimentation, CNRS, INRAE, Institut Agro, Université de Bourgogne, Dijon, France
| | - Blandine de Lauzon-Guillain
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS, Paris, France
| | - Lucile Marty
- Centre des Sciences Du Goût et de l’Alimentation, CNRS, INRAE, Institut Agro, Université de Bourgogne, Dijon, France
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Fandetti SM, Dahl AA, Webster C, Bably MB, Coffman MJ, Racine EF. Healthy Food Policies Documented in University Food Service Contracts. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6617. [PMID: 37623200 PMCID: PMC10454280 DOI: 10.3390/ijerph20166617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 08/07/2023] [Accepted: 08/19/2023] [Indexed: 08/26/2023]
Abstract
In the United States, there is an opportunity to improve the nutritional health of university students through the campus food environment. This project used a content analysis approach to investigate whether healthy food standards and policies were incorporated into the contract agreements between North Carolina (NC) public universities and their food service management companies. Food service contracts were collected from 14 NC public universities using food service management companies on campus. Each contract was evaluated using the 35-item North Carolina Food Service Policy Guidelines Assessment to examine four elements of the campus food environment: Beverages, Packaged Snacks, Prepared Foods, and Other (e.g., strategic placement of healthier food). Five university food service contracts incorporated no North Carolina Food Service Policy Guidelines, three university contracts included one to five guidelines, and six university contracts included six to nine guidelines. Altogether, 13 of the 35 guidelines were incorporated into at least one university food service contract. This project presents a cost and time-effective assessment method for determining if evidence-based nutrition guidelines have been included in university food service contracts. This approach and findings may lead to contract revisions to improve the campus food environment and, subsequently, the nutritional health of college populations.
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Affiliation(s)
- Stacy M. Fandetti
- Department of Public Health Sciences, University of North Carolina at Charlotte, 9201 University City Boulevard, Charlotte, NC 28223, USA; (A.A.D.); (C.W.); (M.B.B.)
| | - Alicia Anne Dahl
- Department of Public Health Sciences, University of North Carolina at Charlotte, 9201 University City Boulevard, Charlotte, NC 28223, USA; (A.A.D.); (C.W.); (M.B.B.)
| | - Caitlan Webster
- Department of Public Health Sciences, University of North Carolina at Charlotte, 9201 University City Boulevard, Charlotte, NC 28223, USA; (A.A.D.); (C.W.); (M.B.B.)
| | - Morium Barakat Bably
- Department of Public Health Sciences, University of North Carolina at Charlotte, 9201 University City Boulevard, Charlotte, NC 28223, USA; (A.A.D.); (C.W.); (M.B.B.)
| | - Maren J. Coffman
- School of Nursing, University of North Carolina at Charlotte, 9201 University City Boulevard, Charlotte, NC 28223, USA;
| | - Elizabeth F. Racine
- Texas A&M AgriLife Research, Texas A&M University, 1380 A and M Circle, El Paso, TX 79927, USA;
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Caruso OT, Schaafsma HN, McEachern LW, Gilliland JA. The campus food environment and postsecondary student diet: a systematic review. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2023:1-25. [PMID: 37437204 DOI: 10.1080/07448481.2023.2227725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 05/31/2023] [Accepted: 06/11/2023] [Indexed: 07/14/2023]
Abstract
Objective: Examine the impact of the campus food environment on postsecondary students' dietary behaviors (e.g., dietary intake) and food purchasing. Participants: Students currently attending a postsecondary institution, all ages and geographic locations included. Methods: A systematic search from January 2000-October 2022 was conducted in six databases using postsecondary education, food environment, and diet related keywords. Results: In total, 25 quantitative and 10 qualitative studies were extracted. All quantitative studies that conducted statistical analyses (n = 15) reported a statistically significant relationship between the campus food environment and dietary intake, including both positive and negative effects. All qualitative studies (n = 10) discussed students' experience of the campus food environment influencing their diet. Conclusions: This review found moderate evidence that the campus food environment has an impact on postsecondary students' dietary behaviors. A campus environment that has healthy foods accessible, affordable, and acceptable for postsecondary students may have a beneficial impact on students' dietary intake.
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Affiliation(s)
- Olivia T Caruso
- Human Environments Analysis Laboratory, Western University, London, Ontario, Canada
- Children's Health Research Institute, London, Ontario, Canada
- Department of Geography, Western University, London, Ontario, Canada
| | - Holly N Schaafsma
- Human Environments Analysis Laboratory, Western University, London, Ontario, Canada
- Children's Health Research Institute, London, Ontario, Canada
- School of Health and Rehabilitation Sciences, Western University, London, Ontario, Canada
| | - Louise W McEachern
- Human Environments Analysis Laboratory, Western University, London, Ontario, Canada
- Children's Health Research Institute, London, Ontario, Canada
- Department of Geography, Western University, London, Ontario, Canada
| | - Jason A Gilliland
- Human Environments Analysis Laboratory, Western University, London, Ontario, Canada
- Children's Health Research Institute, London, Ontario, Canada
- Department of Geography, Western University, London, Ontario, Canada
- Department of Pediatrics, Western University, London, Ontario, Canada
- School of Health Studies, Western University, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
- Lawson Health Research Institute, London, Ontario, Canada
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10
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König LM, Van Emmenis M, Nurmi J, Kassavou A, Sutton S. Characteristics of smartphone-based dietary assessment tools: a systematic review. Health Psychol Rev 2022; 16:526-550. [PMID: 34875978 DOI: 10.1080/17437199.2021.2016066] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
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.
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Affiliation(s)
- Laura M König
- Faculty of Life Sciences: Food, Nutrition and Health, University of Bayreuth, Kulmbach, Germany.,Behavioural Science Group, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Miranda Van Emmenis
- Behavioural Science Group, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Johanna Nurmi
- Behavioural Science Group, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.,Faculty of Social Sciences, University of Helsinki, Helsinki, Finland
| | - Aikaterini Kassavou
- Behavioural Science Group, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Stephen Sutton
- Behavioural Science Group, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
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Kirchoff CL, Agarwal R, Sanchez M, Palacios C. Factors That "Nudge People towards the Healthier" Snacks-A Qualitative Study with Student, Faculty, and Staff Leaders and Decision Makers. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15922. [PMID: 36497996 PMCID: PMC9737412 DOI: 10.3390/ijerph192315922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 11/26/2022] [Accepted: 11/27/2022] [Indexed: 06/17/2023]
Abstract
(1) College campuses pose numerous public health challenges for students, faculty and staff. The healthfulness of the snacks available on campuses is lacking, and there is a desire for change among the students and staff. The objective of this study is to understand the perspectives of the students, staff, and decision makers regarding the college campus food environment and the perceived facilitators and barriers to improving it. (2) In-depth interviews were conducted (n = 15) with decision makers in food, policy development, wellness, and nutrition at a large Hispanic-Serving University in South Florida. (3) The key stakeholders shared that educational campaigns, student buy-in, raising awareness around obesity and chronic disease, and the university's position within the community would all help to facilitate improvements to the snack food environment. However, the participants noted that the complex nature of what is considered to be healthy and what divergent consumers want are significant barriers to improving the snack food environment along with concerns over lost revenue and the corporate structure. (4) These results inform potential focal points for multi-level interventions and inform policy discussions focused on improving the snack food environment at minority-serving universities. Taking strategic actions to improve the snack food environment may aid the students and staff of the university to enhance their diet quality.
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Affiliation(s)
| | - Rumi Agarwal
- FIU Embrace, Florida International University, Miami, FL 33199, USA
| | - Mariana Sanchez
- Health Promotion and Disease Prevention, Florida International University, Miami, FL 33199, USA
| | - Cristina Palacios
- Dietetics and Nutrition, Florida International University, Miami, FL 33199, USA
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Diet Quality among Students Attending an Australian University is Compromised by Food Insecurity and Less Frequent Intake of Home Cooked Meals. A Cross-Sectional Survey Using the Validated Healthy Eating Index for Australian Adults (HEIFA-2013). Nutrients 2022; 14:nu14214522. [PMID: 36364787 PMCID: PMC9655026 DOI: 10.3390/nu14214522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/12/2022] [Accepted: 10/26/2022] [Indexed: 12/03/2022] Open
Abstract
Poor diet quality is commonly reported in young adults. This study aimed to measure the diet quality of students attending a large Australian university (including domestic and international students), and to examine the effect of food security status and other key factors likely to impact their diet quality. Using the Automated Self-Administered 24-h recall Australian version, a cross-sectional survey collected dietary recalls from domestic and international students in one university in Sydney. Diet quality was assessed using the validated Healthy Eating Index for Australian Adults (HEIFA-2013) which gives a score out of 100. Food security status was measured by the 18-item Household Food Security Survey Module. Differences in the mean HEIFA-2013 scores by student characteristics were determined by analysis of covariance. A total of 141 students completed one dietary recall. The mean HEIFA-2013 score for students was low (mean 52.4, 95% CI 50.0–54.8). Food-insecure students had a poorer diet quality (mean 43.7, 95% CI 35.7–51.8) than their food-secure peers (mean 53.2, 95% CI 50.8–55.7, p = 0.027). The mean HEIFA-2013 score was similar in domestic (mean 52.5, 95% CI 49.9–55.2) and international students (mean 51.9, 95% CI 46.3–57.5, p = 0.845). Those reporting self-perceived excellent cooking skills and higher cooking frequency had better diet quality. Interventions to improve food and nutrition knowledge and skills and address food insecurity may help tertiary education students cook more frequently and achieve better diet quality.
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13
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On-campus food environment, purchase behaviours, preferences and opinions in a Norwegian university community. Public Health Nutr 2022; 25:1619-1630. [PMID: 34176546 PMCID: PMC9991706 DOI: 10.1017/s136898002100272x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To assess the food environment at OsloMet, through the nutritional profile and processing level of available commercial foods and drinks, as well as to determine food-purchasing behaviours, preferences and opinions on the food environment, in order to identify whether interventions on campus need to be conducted. DESIGN Cross-sectional descriptive study. SETTING Pilestredet and Kjeller campus of OsloMet (Norway). PARTICIPANTS To analyse the nutritional profile of products offered at all food outlets (seven canteens, three coffee shops and two vending machines) at the main campuses three criteria were applied: those proposed by the Spanish Agency for Food Safety and Nutrition, the UK nutrient profiling model and those of the Food and Drink Industry Professional Practices Committee Norway. In addition, products were classified by processing level, using the NOVA system. Food purchasing, food choice behaviours and opinions were analysed through a survey online, in which 129 subjects participated. RESULTS With regard to the first of the objectives, the combination of the above-mentioned criteria showed that 39·8 % of the products were 'unhealthy' and 85·9 % were 'ultra-processed'. Regarding the second objective, the most important determinants of food choice were taste, convenience, and cost and nutrition/health value. The most common improvements suggested were lowering the cost, improving the allergen information on labelling and increasing the variety of fresh and healthy foods. CONCLUSIONS A high proportion of the products offered were considered 'unhealthy' and highly processed. Interventions that improve food prices, availability and information on labelling would be well-received in this community.
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Li X, Braakhuis A, Li Z, Roy R. How Does the University Food Environment Impact Student Dietary Behaviors? A Systematic Review. Front Nutr 2022; 9:840818. [PMID: 35571951 PMCID: PMC9090611 DOI: 10.3389/fnut.2022.840818] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 03/10/2022] [Indexed: 11/13/2022] Open
Abstract
The food environment has been implicated in creating an obesogenic generation; and while previous research has focused on population-wide initiatives, the university population resides in a research gap. To explore detailed components of the university food environment and what shaped dietary behaviors, we retrieved literature from the following databases: ScienceDirect, Scopus, PubMed, Medline, and EMBASE. Eleven studies were identified for qualitative content analysis and study quality assessment identified most of the studies as of good quality (n 8) and some as of fair quality (n 3). The certainty of evidence remained at a low level for all (n 11) studies due to the cross-sectional, observational nature of studies. Three major themes emerged: (1) food environment, (2) student perceptions (SPs), and (3) dietary outcome (DO). In a university food environment, the taste of food was paramount for the food choices of students, followed by the availability of food and the price of food. When university students perceive and choose foods and beverages, they sometimes regard unhealthy foods and beverages as healthy options. The diet quality of university students is more susceptible to living arrangements and socioeconomic status, but higher salt, fat, and added sugar consumption generally resulted in poorer quality of diet on campus. Future research could use novel methods to explore a wider range and deeper level of students' dietary behavior determinants in university food environments.Systematic Review Registrationhttps://www.crd.york.ac.uk/prospero/, identifier: CRD42021283562.
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Affiliation(s)
- Xingbo Li
- The University of Auckland, Auckland, New Zealand
- The First Hospital of Hebei Medical University, Shijiazhuang, China
| | | | - Zengning Li
- The First Hospital of Hebei Medical University, Shijiazhuang, China
- *Correspondence: Zengning Li
| | - Rajshri Roy
- The University of Auckland, Auckland, New Zealand
- Rajshri Roy
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15
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Racine EF, Schorno R, Gholizadeh S, Bably MB, Hatami F, Stephens C, Zadrozny W, Schulkind L, Paul R. A College Fast-Food Environment and Student Food and Beverage Choices: Developing an Integrated Database to Examine Food and Beverage Purchasing Choices among College Students. Nutrients 2022; 14:nu14040900. [PMID: 35215550 PMCID: PMC8879900 DOI: 10.3390/nu14040900] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 02/12/2022] [Accepted: 02/16/2022] [Indexed: 02/06/2023] Open
Abstract
Universities typically offer residential students a variety of fast-food dining options as part of the student meal plan. When residential students make fast-food purchases on campus there is a digital record of the transaction which can be used to study food purchasing behavior. This study examines the association between student demographic, economic, and behavioral factors and the healthfulness of student fast-food purchases. The 3781 fast-food items sold at the University of North Carolina at Charlotte from fall 2016 to spring 2019 were given a Fast-Food Health Score. Each student participating in the university meal plan was given a Student Average Fast-Food Health Score; calculated by averaging the Fast-Food Health Scores associated with each food and beverage item the student purchased at a fast-food vendor, concession stand, or convenience store over a semester. This analysis included 14,367 students who generated 1,593,235 transactions valued at $10,757,110. Multivariate analyses were used to examine demographic, economic, and behavioral factors associated with Student Average Fast-Food Health Scores. Being of a low income, spending more money on fast-food items, and having a lower GPA were associated with lower Student Average Fast-Food Health Scores. Future research utilizing institutional food transaction data to study healthy food choices is warranted.
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Affiliation(s)
- Elizabeth F. Racine
- Texas A&M AgriLife Research, Texas A&M University, El Paso, TX 79927, USA
- Correspondence: ; Tel.: +1-915-859-9111
| | - Rachel Schorno
- Department of Public Policy, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Shafie Gholizadeh
- Department of Computer Science, Computing and Informatics, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Morium Barakat Bably
- Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (M.B.B.); (C.S.); (R.P.)
| | - Faizeh Hatami
- Department of Geography and Earth Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Casey Stephens
- Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (M.B.B.); (C.S.); (R.P.)
| | - Wlodek Zadrozny
- Department of Computer Science, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Lisa Schulkind
- Department of Economics, University of North Carolina at Charlotte, Charlotte, NC 28223, USA;
| | - Rajib Paul
- Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA; (M.B.B.); (C.S.); (R.P.)
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16
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Effectiveness of price-reduced meals on purchases among university young adults. J Nutr Sci 2021; 10:e94. [PMID: 34804515 PMCID: PMC8596072 DOI: 10.1017/jns.2021.87] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 09/30/2021] [Accepted: 10/05/2021] [Indexed: 11/07/2022] Open
Abstract
University food environments influence dietary behaviours of attending young adults (aged 18–35 years). The present study aimed to determine if price-reduced meals are associated with high purchase volumes at food outlets (n 5) in a large urban university. The university food outlet customers: university staff and students (n 244) were surveyed about their food choice determinants and their awareness of a price-reduced meal initiative called ‘Budgie Meals’. Itemised sales of ‘Budgie Meals’ and other meals across 3 years were collected. The ‘Budgie Meals’ were nutritionally analyzed. The χ2 and Mann–Whitney U tests were used to analyze quantitative survey responses. An open-ended item was thematically analyzed. Itemised sales of ‘Budgie Meals’ were measured across 3 years and were analyzed using the analysis of variance. The ‘Budgie Meals’ were nutritionally analyzed and categorised as ‘green,’ ‘amber’ or ‘red’ using the National Healthy Food and Drink Policy. Price was considered the most significant barrier to healthy food purchases. The awareness of the ‘Budgie Meal’ initiative was poor. The ‘Budgie Meal’ had higher sales volumes at each outlet than other items, but the sales showed a downward trend across the years. Nutritional analyses revealed that ‘Budgie Meals’ could be improved. The researchers suggested nutritional improvements to food retailers. Further research is required to assess the viability of implementing such nutritional improvements across food outlets. Specifically, collaboration with retailers and customers is needed to establish the economic feasibility, any potential revenue losses and testing taste acceptability of recipe alterations to these price-reduced meals.
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Abstract
Background Many mental disorders, including depression, bipolar disorder and schizophrenia, are associated with poor dietary quality and nutrient intake. There is, however, a deficit of research looking at the relationship between obsessive–compulsive disorder (OCD) severity, nutrient intake and dietary quality. Aims This study aims to explore the relationship between OCD severity, nutrient intake and dietary quality. Method A post hoc regression analysis was conducted with data combined from two separate clinical trials that included 85 adults with diagnosed OCD, using the Structured Clinical Interview for DSM-5. Nutrient intakes were calculated from the Dietary Questionnaire for Epidemiological Studies version 3.2, and dietary quality was scored with the Healthy Eating Index for Australian Adults – 2013. Results Nutrient intake in the sample largely aligned with Australian dietary guidelines. Linear regression models adjusted for gender, age and total energy intake showed no significant associations between OCD severity, nutrient intake and dietary quality (all P > 0.05). However, OCD severity was inversely associated with caffeine (β = −15.50, 95% CI −28.88 to −2.11, P = 0.024) and magnesium (β = −6.63, 95% CI −12.72 to −0.53, P = 0.034) intake after adjusting for OCD treatment resistance. Conclusions This study showed OCD severity had little effect on nutrient intake and dietary quality. Dietary quality scores were higher than prior studies with healthy samples, but limitations must be noted regarding comparability. Future studies employing larger sample sizes, control groups and more accurate dietary intake measures will further elucidate the relationship between nutrient intake and dietary quality in patients with OCD.
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18
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Hutchesson MJ, Whatnall MC, Patterson AJ. On-campus food purchasing behaviours and satisfaction of Australian university students. Health Promot J Austr 2021; 33:649-656. [PMID: 34716937 DOI: 10.1002/hpja.551] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 09/27/2021] [Accepted: 10/28/2021] [Indexed: 02/05/2023] Open
Abstract
ISSUE ADDRESSED Many university students have unhealthy dietary intake. The food environment on university campuses is a potentially important contributor to students' diet. This study aimed to describe on-campus food purchasing behaviours; satisfaction with the cost and availability of foods and beverages on-campus; and preferences for the on-campus food environment, in a sample of Australian university students. METHODS An online cross-sectional survey of 409 students at the University of Newcastle, Australia was conducted in 2017-2018. The survey assessed on-campus purchasing behaviours (frequency of purchase and expenditure), satisfaction with the cost and availability of foods, preferences for the on-campus food environment, and socio-demographics (eg age, domestic/international student). Results are reported as basic descriptive statistics. RESULTS The majority of students (94%) purchased food or beverages on-campus, with 59% purchasing at least once per week. Satisfaction with the availability of foods was low (35.8% satisfied with the types of main meals available, and 48.5% for snacks); however, 72.8% were satisfied with types of beverages available. The majority of students were not satisfied with the cost of food and beverages (<40%). The top-rated preferences for changes to the on-campus food environment were healthier options, higher quality food, and cheaper food. CONCLUSION Overall, the findings demonstrate strong support from students for healthier and cheaper food to be made available on-campus. SO WHAT?: There are two main factors of concern with regard to university food environments; the healthiness of food and beverage options and their cost. These should be key considerations of any future strategies aiming to improve university food environments.
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Affiliation(s)
- Melinda J Hutchesson
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
| | - Megan C Whatnall
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, New South Wales, Australia
| | - Amanda J Patterson
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, New South Wales, Australia
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19
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McCabe EM, Ketcham CJ, Hall EE. Good Food, Good Mood: Perspectives on the Relationship Between Nutrition and Mental Health With Division I Collegiate Athletic Programs. Front Sports Act Living 2021; 3:692601. [PMID: 34368759 PMCID: PMC8335541 DOI: 10.3389/fspor.2021.692601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 06/17/2021] [Indexed: 11/13/2022] Open
Abstract
Research has shown a strong relationship between nutrition and mental health. Packed schedules and little rest time may make student-athletes more susceptible to mental health issues than the general population, but few athletes are fully aware of the effects that nutrition can have on their mental health. While collegiate athletic programs are beginning to recognize the individual contributions of nutrition and mental health to performance and are hiring sport dietitians and psychologists for their athletes, it is unclear whether these topics are ever discussed within the same context. The goal of this study was to understand the perspectives of different athletic personnel on the relationship between nutrition and mental health. 17 athletic personnel (11 Female, 6 Male) from 6 NCAA Division I universities were recruited for a 30-45-min semi-structured WebEx interview. Participants included athletic trainers, coaches, dietitians, sport psychologists, strength and conditioning coaches, and sports medicine physicians. Participants were asked questions about their educational backgrounds, resources, and perspectives on the integration of nutrition and mental health in their programs. Transcribed responses were sorted into four themes: (1) Resources, (2) Education, (3) Department Integration or Collaboration, and (4) Student and Coach Engagement. All participants reported a need for greater monetary resources and staffing. Around 59% of the participants felt they had little more than general or personal interest-level knowledge on topics pertaining to nutrition or mental health, with the exception of sports dietitians or psychologists. Each school varied in the degree to which their athletic staff regularly communicated about their work and athlete health statuses. Athletes were reportedly more or less likely to utilize the resources provided depending on coach attitudes toward nutrition or mental health. Regardless of size, reputation and annual spending, each university was reported to be in the early stages of integrating nutrition and mental health programs into their existing athletic departments. Implications of this work may be to help schools plan for ways to reallocate funding for nutrition or mental health programming.
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Affiliation(s)
- Emma M McCabe
- Department of Exercise Science, Elon University, Elon, NC, United States.,Elon BrainCARE Research Institute, Elon University, Elon, NC, United States
| | - Caroline J Ketcham
- Department of Exercise Science, Elon University, Elon, NC, United States.,Elon BrainCARE Research Institute, Elon University, Elon, NC, United States
| | - Eric E Hall
- Department of Exercise Science, Elon University, Elon, NC, United States.,Elon BrainCARE Research Institute, Elon University, Elon, NC, United States
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20
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Whatnall MC, Soo ZM, Patterson AJ, Hutchesson MJ. University Students Purchasing Food on Campus More Frequently Consume More Energy-Dense, Nutrient-Poor Foods: A Cross-Sectional Survey. Nutrients 2021; 13:nu13041053. [PMID: 33805030 PMCID: PMC8063938 DOI: 10.3390/nu13041053] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 03/19/2021] [Accepted: 03/22/2021] [Indexed: 02/03/2023] Open
Abstract
University food environments are typically dominated by unhealthy food choices. The aim was to investigate associations between on-campus food purchasing behaviours and dietary intake in an Australian university student sample. An online cross-sectional survey was conducted in 2017–2018 with students (n = 362, 71.0% female, mean age 27.5 ± 10.5 years) from the University of Newcastle, Australia. On-campus food purchasing behaviours (purchasing frequency and weekly expenditure), dietary intake (diet quality and percentage energy/day from energy-dense, nutrient-poor (EDNP) foods) and sociodemographic and student characteristics (e.g., time spent on campus) were measured. Linear regression was used to explore associations between food purchasing behaviours and dietary intake, adjusted for potential confounders. Mean percentage energy/day from EDNP foods was 31.7 ± 14.4. Mean diet quality score was 32.6 ± 10.2 out of 73. Higher percentage energy/day from EDNP foods was associated with higher weekly expenditure (β = 0.203, p < 0.001) and more frequent purchase (β = 18.041, p < 0.001 for ≥4 times a week vs. never) of food/drinks on campus. Diet quality was not significantly associated with purchase frequency or expenditure (p > 0.05). Findings are supportive of changes being made to university food environments, as a strategy to improve dietary intake among university students.
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Affiliation(s)
- Megan C Whatnall
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW 2308, Australia; (M.C.W.); (Z.M.S.); (A.J.P.)
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, NSW 2308, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW 2305, Australia
| | - Zhao Min Soo
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW 2308, Australia; (M.C.W.); (Z.M.S.); (A.J.P.)
| | - Amanda J Patterson
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW 2308, Australia; (M.C.W.); (Z.M.S.); (A.J.P.)
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, NSW 2308, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW 2305, Australia
| | - Melinda J Hutchesson
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW 2308, Australia; (M.C.W.); (Z.M.S.); (A.J.P.)
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, NSW 2308, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW 2305, Australia
- Correspondence: ; Tel.: +61-2-49-215405
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21
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Fischer F, Kleen S. Possibilities, Problems, and Perspectives of Data Collection by Mobile Apps in Longitudinal Epidemiological Studies: Scoping Review. J Med Internet Res 2021; 23:e17691. [PMID: 33480850 PMCID: PMC7864774 DOI: 10.2196/17691] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Revised: 11/06/2020] [Accepted: 12/17/2020] [Indexed: 12/16/2022] Open
Abstract
Background The broad availability of smartphones and the number of health apps in app stores have risen in recent years. Health apps have benefits for individuals (eg, the ability to monitor one’s health) as well as for researchers (eg, the ability to collect data in population-based, clinical, and observational studies). Although the number of health apps on the global app market is huge and the associated potential seems to be great, app-based questionnaires for collecting patient-related data have not played an important role in epidemiological studies so far. Objective This study aims to provide an overview of studies that have collected patient data using an app-based approach, with a particular focus on longitudinal studies. This literature review describes the current extent to which smartphones have been used for collecting (patient) data for research purposes, and the potential benefits and challenges associated with this approach. Methods We conducted a scoping review of studies that used data collection via apps. PubMed was used to identify studies describing the use of smartphone app questionnaires for collecting data over time. Overall, 17 articles were included in the summary. Results Based on the results of this scoping review, there are only a few studies that integrate smartphone apps into data-collection approaches. Studies dealing with the collection of health-related data via smartphone apps have mainly been developed with regard to psychosomatic, neurodegenerative, respiratory, and cardiovascular diseases, as well as malign neoplasm. Among the identified studies, the duration of data collection ranged from 4 weeks to 12 months, and the participants’ mean ages ranged from 7 to 69 years.
Potential can be seen for real-time information transfer, fast data synchronization (which saves time and increases effectivity), and the possibility of tracking responses longitudinally. Furthermore, smartphone-based data-collection techniques might prevent biases, such as reminder bias or mistakes occurring during manual data transfers. In chronic diseases, real-time communication with physicians and early detection of symptoms enables rapid modifications in disease management. Conclusions The results indicate that using mobile technologies can help to overcome challenges linked with data collection in epidemiological research. However, further feasibility studies need to be conducted in the near future to test the applicability and acceptance of these mobile apps for epidemiological research in various subpopulations.
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Affiliation(s)
- Florian Fischer
- Institut of Public Health, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Institute of Gerontological Health Services and Nursing Research, Ravensburg-Weingarten University of Applied Sciences, Weingarten, Germany.,Department of Population Medicine and Health Services Research, School of Public Health, Bielefeld University, Bielefeld, Germany
| | - Sina Kleen
- Department of Population Medicine and Health Services Research, School of Public Health, Bielefeld University, Bielefeld, Germany
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Diet Quality Indices Used in Australian and New Zealand Adults: A Systematic Review and Critical Appraisal. Nutrients 2020; 12:nu12123777. [PMID: 33317123 PMCID: PMC7763901 DOI: 10.3390/nu12123777] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 12/07/2020] [Accepted: 12/07/2020] [Indexed: 12/24/2022] Open
Abstract
Distilling the complexity of overall diet into a simple measure or summative score by data reduction methods has become a common practice in nutritional epidemiology. Recent reviews on diet quality indices (DQI) have highlighted the importance of sound construction criteria and validation. The aim of this current review was to identify and critically appraise all DQI used within Australian and New Zealand adult populations. Twenty-five existing DQI were identified by electronic searching in Medline and hand searching of reference lists. DQI were constructed based on the respective national dietary guidelines and condition-specific recommendations. For preferable features of DQI, six captured the dimensions of adequacy, moderation and balance; five had a nested structure; 12 consisted of foods, food groups and nutrients; 11 used metric scoring systems and most of those with metric scales used normative cutoff points. Food frequency questionnaires, either alone or with other methods, were the most common dietary assessment method used in 20 DQI. For evaluation of DQI, construct validity and relative validity are reported. Based on our critical appraisal, Dietary Guideline Index (DGI), Dietary Guideline Index-2013 (DGI-2013), Total Diet Score (TDS), Healthy Eating Index for Australian Adults-2013 (HEIFA-2013), and Aussie-Diet Quality Index (Aussie-DQI) were the preferred DQI used in Australian adults according to dimension, indicator selection, scoring criteria and evaluation. Further work is needed to enhance the construction of all Australian and New Zealand DQI, especially in terms of dimension and structure, for alignment with recommended construction criteria.
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Bjorlie K, Fazzino TL. Impulsivity as a risk factor for weight gain and body roundness change among college freshmen. Eat Behav 2020; 39:101435. [PMID: 33022473 PMCID: PMC8796869 DOI: 10.1016/j.eatbeh.2020.101435] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 09/10/2020] [Accepted: 09/17/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND The college setting is considered an obesogenic environment due to high availability of palatable foods. However, only a minority of freshmen gain weight. Individual-level risk factors, such as impulsivity, may hold utility in predicting weight and adiposity changes. Individuals with an impulsive decision-making style may favor immediately rewarding foods at the expense of long-term health. Individuals who seek rewarding foods during strong emotions may also be at risk. The study tested decisional (delay-discounting; DD) and emotion-driven impulsivity (urgency) as risk factors for 1) weight and 2) body roundness change during freshman year. METHODS Freshmen (N = 103) completed questionnaires assessing DD, positive urgency (PU), and negative urgency (NU). Weight and body roundness index (BRI) were collected at the beginning and end of the academic year. Four repeated measures regression models examined impulsivity factors predicting change in 1) weight and 2) BRI. Models included baseline weight and height or BRI, respectively. Covariates included average daily caloric intake, energy expenditure from walking, and sex. RESULTS In models examining weight, neither DD nor NU were significantly associated with weight at follow-up (b = 0.008, p = .977; b = 0.280, p = .075) when holding covariates constant. In contrast, PU was significantly associated with weight at follow-up (b = 0.303, p = .033). In models examining BRI, DD (b = -0.039, p = .511) and PU (b = 0.049, p = .072) were not associated with BRI at follow-up. In contrast, NU was significantly associated with BRI at follow-up (b = 0.068, p = .017). CONCLUSIONS Emotion-driven impulsivity may be a risk factor for weight gain or change in body roundness during freshman year.
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Affiliation(s)
- Kayla Bjorlie
- Department of Psychology, The University of Kansas, Fraser Hall, Room 426, 1415 Jayhawk Blvd., Lawrence, KS 66045-7556, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Dole Human Development Center, Suite 3061, 1000 Sunnyside Ave, Lawrence, KS 66045, United States of America
| | - Tera L Fazzino
- Department of Psychology, The University of Kansas, Fraser Hall, Room 426, 1415 Jayhawk Blvd., Lawrence, KS 66045-7556, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Dole Human Development Center, Suite 3061, 1000 Sunnyside Ave, Lawrence, KS 66045, United States of America.
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Whatnall MC, Patterson AJ, Hutchesson MJ. Effectiveness of Nutrition Interventions in Vending Machines to Encourage the Purchase and Consumption of Healthier Food and Drinks in the University Setting: A Systematic Review. Nutrients 2020; 12:nu12030876. [PMID: 32213973 PMCID: PMC7146342 DOI: 10.3390/nu12030876] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 03/18/2020] [Accepted: 03/22/2020] [Indexed: 11/16/2022] Open
Abstract
University food environments typically offer an abundance of unhealthy foods, including through vending machines. This review evaluated the effectiveness of nutrition interventions in vending machines in the university setting. Ten databases were searched for experimental studies published up to July 2019, evaluating nutrition interventions that aimed to encourage the purchase or consumption of healthier foods and drinks in vending machines in the university setting. In total, 401 articles were identified, and 13 studies were included. Studies were pre-post test (n = 7, 54%), randomized controlled trials (RCTs) (n = 5, 38%), and non-randomized controlled trial (n = 1, 8%). Most studies were from the USA (n = 10, 77%) and were published between 2014 and 2018 (n = 9, 69%). Eight interventions (62%) reported positive change in outcomes, including increased number/proportion of sales or revenue from healthier items (n = 6), improved adherence to guidelines for the ratio of healthy/unhealthy products available (n = 1), and improved consumer perception of items available (n = 1). Effective interventions involved the promotion, reduced pricing, increased availability, and/or optimized product placement of healthier items within vending machines. Strategies to improve the nutritional quality of food and drinks in vending machines are warranted. This may be achieved by making healthier options more available and promoting them; however, more robust intervention studies are needed to determine effectiveness.
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Affiliation(s)
- Megan C. Whatnall
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan 2308, Australia; (M.C.W.); (A.J.P.)
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan 2308, Australia
| | - Amanda J. Patterson
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan 2308, Australia; (M.C.W.); (A.J.P.)
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan 2308, Australia
| | - Melinda J. Hutchesson
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan 2308, Australia; (M.C.W.); (A.J.P.)
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan 2308, Australia
- Correspondence: ; Tel.: +61-2-49-215405
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A free-produce stand on campus: impact on fruit and vegetable intake in Dutch university students. Public Health Nutr 2020; 23:924-934. [PMID: 31937380 DOI: 10.1017/s1368980019003574] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE To investigate the effects of providing free fruit and snack vegetables at a university on students' fruit intake, snack vegetable intake and total vegetable intake. DESIGN Free fruit and raw snack vegetables (e.g. bite-sized tomatoes) were provided in a stand in the form of a miniature wooden house located in the central hall of the university's main building, which students regularly pass through on their way to lectures and the cafeteria. Three interventions tested with a pre-test/post-test design were performed. In these three interventions, small changes to the appearance of the stand were made, such as placing potted plants around it. Demographic characteristics and fruit and vegetable intakes were assessed with questionnaires. SETTING A Dutch university of applied science. PARTICIPANTS Intervention 1 included 124 students; Intervention 2 included ninety-two students; Intervention 3 included 237 students. RESULTS Longitudinal linear regression analyses showed that post-test snack vegetable intake was consistently higher compared with pre-test. In the three interventions, post-test snack vegetable intakes were between 11 and 14 g/d higher than at the pre-test, which is comparable to three bite-sized tomatoes. No differences in fruit intake or total vegetable intake were found. Subgroup analyses showed that, in all three interventions, students with the lowest pre-test fruit intake and total vegetable intake reported the largest increase in fruit intake and snack vegetable intake after the interventions. CONCLUSIONS Providing free fruit and vegetables to students at their university might be beneficial for those with low habitual intakes.
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Whatnall MC, Patterson AJ, Chiu S, Oldmeadow C, Hutchesson MJ. Determinants of eating behaviours in Australian university students: A cross-sectional analysis. Nutr Diet 2019; 77:331-343. [PMID: 31680432 DOI: 10.1111/1747-0080.12584] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2019] [Revised: 08/11/2019] [Accepted: 08/23/2019] [Indexed: 11/27/2022]
Abstract
AIM This study aimed to explore clustering among individual eating behaviours in a sample of Australian university students, and explore associations between clustered eating behaviours and demographic characteristics. METHODS A cross-sectional analysis of data from the University of Newcastle (UON) Student Healthy Lifestyle Survey 2017 was conducted. Measures included eating behaviours (eg, vegetables, energy-dense nutrient poor [EDNP] food intakes) assessed using short diet questions, and demographic characteristics (eg, age, undergraduate/postgraduate student). Factor analysis was used to explore clustering of individual eating behaviours (ie, identify factors). Linear regression models were used to explore associations between eating behaviour factors identified and demographic characteristics. RESULTS A total of 3062 students (70% female; 56% aged 17-24 years) were included in the analysis. The six eating behaviour factors identified (characterised by higher consumption of the named foods/drinks) were; EDNP snack foods, meat and takeaway foods, fruit and vegetables, sugary drinks, breakfast, and breads and cereals. A higher fruit and vegetable factor score was associated with being female (P < .001), and a higher meat and takeaway foods factor score was associated with being male (P < .001) and of younger age (P < .001). CONCLUSIONS Nutrient-rich foods clustered together and EDNP foods clustered together, that is, the identified factors represent either nutrient-rich or EDNP foods. Interventions in the university setting should target students with the poorest eating behaviours, including males and younger students.
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Affiliation(s)
- Megan C Whatnall
- School of Health Sciences, Faculty of Health and Medicine, and Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Newcastle, New South Wales, Australia
| | - Amanda J Patterson
- School of Health Sciences, Faculty of Health and Medicine, and Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Newcastle, New South Wales, Australia
| | - Simon Chiu
- Clinical Research Design and Statistics Support Unit, Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Christopher Oldmeadow
- Clinical Research Design and Statistics Support Unit, Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Melinda J Hutchesson
- School of Health Sciences, Faculty of Health and Medicine, and Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Newcastle, New South Wales, Australia
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Shi Y, Grech AL, Allman-Farinelli M. Changes in the nutritional quality of products sold in university vending machines since implementation of the health star rating in 2014; an environmental audit. BMC Public Health 2018; 18:1255. [PMID: 30428873 PMCID: PMC6234540 DOI: 10.1186/s12889-018-6177-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Accepted: 11/01/2018] [Indexed: 01/01/2023] Open
Abstract
Background Snacking is a prevalent dietary behaviour among young adults, which could independently contribute to weight gain. Vending machines provide easy access to unhealthy snacks and beverages for young adults in universities. A voluntary front-of-pack labelling, named the Health Star Rating (HSR) system, has been implemented nationally by the Australian government as one strategy to address obesity since 2014. The primary aim of this study was to detect changes in the availability, pricing and advertising of healthy and unhealthy snacks and beverages in university vending machines after introduction of the HSR. Methods The study design was two cross-sectional audits of university vending machines one before (in 2014) and another after (in 2017) the implementation of the HSR. Data collections were conducted in a large urban university (> 60,000 students). Every machine was assessed; the product’s name, price, portion sizes and advertisements were recorded. Products were assigned an HSR to classify as healthy (≥3.5 stars) or unhealthy (< 3.5 stars). To compare the differences of product availability between 2014 and 2017, the Chi-square test was used. Results A total of 1836 and 2458 slots were audited in 2014 and 2017, respectively. The proportion of healthy snacks and beverages increased from 7 to 14% (p < 0.001) and 38 to 44% (p < 0.05) since 2014, respectively. The mean costs of unhealthy snacks and healthy beverages increased after three years. Healthy food and drink options were more expensive than unhealthy choices in 2017. Advertisements on vending machines for unhealthy foods and drinks remained prevalent. Conclusion Only small changes have been observed in the availability of healthy snacks and beverages in vending machines since implementation of the HSR system. Policy directives are indicated to encourage further improvements.
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Affiliation(s)
- Yumeng Shi
- Nutrition and Dietetics Group, School of Life and Environmental Sciences, the Charles Perkins Centre, The University of Sydney, Level 4 East, Building D17, John Hopkins Drive, Camperdown, NSW, 2006, Australia.
| | - Amanda Lee Grech
- Nutrition and Dietetics Group, School of Life and Environmental Sciences, the Charles Perkins Centre, The University of Sydney, Level 4 East, Building D17, John Hopkins Drive, Camperdown, NSW, 2006, Australia
| | - Margaret Allman-Farinelli
- Nutrition and Dietetics Group, School of Life and Environmental Sciences, the Charles Perkins Centre, The University of Sydney, Level 4 East, Building D17, John Hopkins Drive, Camperdown, NSW, 2006, Australia
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