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Herbert J, Schumacher T, Brown LJ, Clarke ED, Collins CE. Healthy rural hearts: The feasibility of a telehealth nutrition randomised controlled trial for rural people at risk of cardiovascular disease. J Telemed Telecare 2024:1357633X241247245. [PMID: 38646802 DOI: 10.1177/1357633x241247245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
INTRODUCTION Improving dietary patterns using medical nutrition therapy delivered via telehealth could make an effective contribution to reducing cardiovascular disease burden in rural Australia. However, it is important that medical nutrition therapy programmes are developed in collaboration with rural stakeholders, to increase feasibility for the rural context and the likelihood of successful implementation. The aim of this study was to evaluate the preliminary feasibility outcomes of integration (implementation), practicality, acceptability, demand, and preliminary effectiveness at the 3-month timepoint of the Healthy Rural Hearts randomised control trial. METHODS Feasibility measures were collected from participants in the Healthy Rural Hearts medical nutrition therapy trial. Study participants were patients from eligible primary care practices who had been assessed by their general practitioner as being at moderate to high risk of developing cardiovascular disease in the next five years. The sample in this analysis includes those who had completed the first 3-months of the study. Feasibility outcomes were measured over the first 3-months of the trial intervention. A process evaluation survey was used to collect measures relating to intervention implementation, practicality, acceptability, and demand. Completion rates of the Australian Eating Survey Heart version, Personalised Nutrition Questionnaire, pathology tests and telehealth medical nutrition therapy consultations delivered by Accredited Practising Dietitians were also used to measure intervention practicality. Preliminary effectiveness was evaluated by comparing the intervention group's dietary change, measured using Australian Eating Survey Heart with data from the control group. RESULTS A total of 105 participants (75 intervention, 30 control participants) were eligible for inclusion in analysis. Attendance rates at the first 3-months of dietitian consultations ranged from 94.7% to 89.3% between the first and 3-month consultations, and most participants were able to complete the Australian Eating Survey Heart and Personalised Nutrition Questionnaire prior to their initial consultation [Australian Eating Survey Heart (n = 57, 76%) and Personalised Nutrition Questionnaire (n = 61, 81.3%)] and the Australian Eating Survey Heart prior to their 3-month consultation (n = 52, 69.3%). Of the participants who completed a pathology test at the 3-month time-point (n = 54, 72%), less than half were able to do so prior to their dietitian consultation (n = 35, 46.7%). Of the 75 intervention participants, 28 (37.3%) completed the process evaluation survey. Intervention participants ranked acceptability of the Healthy Rural Hearts intervention highly (mean rank out of 10 = 9.5, SD 1.9), but provided mixed responses on whether they would access the intervention outside of the study (mean rank out of 10 = 6.0, SD 3.5). There were statistically significant increases in percentage total energy intake derived from nutrient-dense core foods compared to the control group (p ≤ 0.05). DISCUSSION The positive findings related to acceptability and implementation outcomes suggest that the Healthy Rural Hearts intervention was acceptable, practical, and able to be implemented within this population living in rural NSW. This, combined with the small to medium effect size in the proportion of total energy derived from nutrient-dense core foods compared to the control group indicates that long-term intervention effectiveness on other cardiovascular disease outcomes is important to evaluate in the future.
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Affiliation(s)
- Jaimee Herbert
- Department of Rural Health, School of Health Sciences (Nutrition and Dietetics), University of Newcastle, North Tamworth, NSW, Australia
| | - Tracy Schumacher
- Department of Rural Health, University of Newcastle, North Tamworth, NSW, Australia
| | - Leanne J Brown
- Department of Rural Health, University of Newcastle, North Tamworth, NSW, Australia
| | - Erin D Clarke
- School of Health Sciences (Nutrition and Dietetics), University Drive Callaghan, Callaghan, NSW, Australia
| | - Clare E Collins
- School of Health Sciences (Nutrition and Dietetics), University Drive Callaghan, Callaghan, NSW, Australia
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Takele WW, Vesco KK, Josefson J, Redman LM, Hannah W, Bonham MP, Chen M, Chivers SC, Fawcett AJ, Grieger JA, Habibi N, Leung GKW, Liu K, Mekonnen EG, Pathirana M, Quinteros A, Taylor R, Ukke GG, Zhou SJ, Lim S. Effective interventions in preventing gestational diabetes mellitus: A systematic review and meta-analysis. COMMUNICATIONS MEDICINE 2024; 4:75. [PMID: 38643248 PMCID: PMC11032369 DOI: 10.1038/s43856-024-00491-1] [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: 07/25/2023] [Accepted: 03/22/2024] [Indexed: 04/22/2024] Open
Abstract
BACKGROUND Lifestyle choices, metformin, and dietary supplements may prevent GDM, but the effect of intervention characteristics has not been identified. This review evaluated intervention characteristics to inform the implementation of GDM prevention interventions. METHODS Ovid, MEDLINE/PubMed, and EMBASE databases were searched. The Template for Intervention Description and Replication (TIDieR) framework was used to examine intervention characteristics (who, what, when, where, and how). Subgroup analysis was performed by intervention characteristics. RESULTS 116 studies involving 40,940 participants are included. Group-based physical activity interventions (RR 0.66; 95% CI 0.46, 0.95) reduce the incidence of GDM compared with individual or mixed (individual and group) delivery format (subgroup p-value = 0.04). Physical activity interventions delivered at healthcare facilities reduce the risk of GDM (RR 0.59; 95% CI 0.49, 0.72) compared with home-based interventions (subgroup p-value = 0.03). No other intervention characteristics impact the effectiveness of all other interventions. CONCLUSIONS Dietary, physical activity, diet plus physical activity, metformin, and myoinositol interventions reduce the incidence of GDM compared with control interventions. Group and healthcare facility-based physical activity interventions show better effectiveness in preventing GDM than individual and community-based interventions. Other intervention characteristics (e.g. utilization of e-health) don't impact the effectiveness of lifestyle interventions, and thus, interventions may require consideration of the local context.
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Affiliation(s)
- Wubet Worku Takele
- Eastern Health Clinical School, Monash University, Melbourne, VIC, Australia
| | - Kimberly K Vesco
- Kaiser Permanente Northwest, Kaiser Permanente Center for Health Research, Oakland, USA
| | - Jami Josefson
- Northwestern University/ Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | | | - Wesley Hannah
- Madras Diabetes Research Foundation Chennai, Chennai, India
- Deakin University, Melbourne, Australia
| | - Maxine P Bonham
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, VIC, Australia
| | - Mingling Chen
- Monash Centre for Health Research and Implementation, Monash University, Clayton, VIC, Australia
| | - Sian C Chivers
- Department of Women and Children's Health, King's College London, London, UK
| | - Andrea J Fawcett
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Clinical & Organizational Development, University of Chicago, Chicago, IL, USA
| | - Jessica A Grieger
- Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Nahal Habibi
- Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Gloria K W Leung
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, VIC, Australia
| | - Kai Liu
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, VIC, Australia
| | | | - Maleesa Pathirana
- Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Alejandra Quinteros
- Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Rachael Taylor
- School of Health Sciences, University of Newcastle, Callaghan, NSW, Australia
| | - Gebresilasea G Ukke
- Eastern Health Clinical School, Monash University, Melbourne, VIC, Australia
| | - Shao J Zhou
- School of Agriculture, Food and Wine, The University of Adelaide, Adelaide, Australia
| | - Siew Lim
- Eastern Health Clinical School, Monash University, Melbourne, VIC, Australia.
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MacMillan Uribe AL, Demment M, Graham ML, Szeszulski J, Rethorst CD, Githinji P, Nelson ME, Strogatz D, Folta SC, Bailey RL, Davis JN, Seguin-Fowler RA. Improvements in dietary intake, behaviors, and psychosocial measures in a community-randomized cardiovascular disease risk reduction intervention: Strong Hearts, Healthy Communities 2.0. Am J Clin Nutr 2023; 118:1055-1066. [PMID: 37717638 PMCID: PMC10636233 DOI: 10.1016/j.ajcnut.2023.09.003] [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: 11/02/2022] [Revised: 09/05/2023] [Accepted: 09/12/2023] [Indexed: 09/19/2023] Open
Abstract
BACKGROUND Cardiovascular disease (CVD) prevalence has disproportionately risen among midlife and older female adults of rural communities, partly due to poor diet and diet-related behaviors and psychosocial factors that impede healthy eating. OBJECTIVES This study aimed to evaluate the impact of Strong Hearts Healthy Communities 2.0 (SHHC-2.0) on secondary diet-related outcomes between intervention and control participants that align with the dietary goal and behavioral aims of the SHHC-2.0, a CVD risk reduction program. METHODS A community-randomized controlled trial was conducted in rural, medically underserved communities. Participants were female adults ≥40 y who were classified as obese or both overweight and sedentary. Communities were randomized to SHHC-2.0 intervention (n = 5 communities; n = 87 participants) or control (with delayed intervention) (n = 6 communities; n = 95 participants). SHHC-2.0 consisted of 24 wk of twice-weekly experiential nutrition education and group-based physical activity classes led by local health educators. Changes between baseline and end point (24 wk) in dietary intake (24-h recalls), dietary behaviors (e.g., Rapid Eating Assessment for Participants-Short Version [REAP-S] scores) and diet-related psychosocial measures (e.g., Three Factor Eating questionnaire) between groups were analyzed using linear mixed-effects multilevel models. RESULTS At 24 wk, participants from the 5 intervention communities, compared with controls, consumed fewer calories (mean difference [MD]= -211 kcal, 95% CI: -412, -110, P = 0.039), improved overall dietary patterns measured by REAP-S scores (MD: 3.9; 95% CI: 2.26, 5.6; P < 0.001), and improved psychosocial measures (healthy eating attitudes, uncontrolled eating, cognitive restraint, and emotional eating). CONCLUSIONS SHHC-2.0 has strong potential to improve diet patterns and diet-related psychosocial wellbeing consistent with improved cardiovascular health. This trial was registered at www. CLINICALTRIALS gov as NCT03059472.
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Affiliation(s)
| | - Margaret Demment
- Texas A&M Institute for Advancing Health Through Agriculture, Dallas, TX, United States
| | - Meredith L Graham
- Texas A&M Institute for Advancing Health Through Agriculture, Dallas, TX, United States
| | - Jacob Szeszulski
- Texas A&M Institute for Advancing Health Through Agriculture, Dallas, TX, United States
| | - Chad D Rethorst
- Texas A&M Institute for Advancing Health Through Agriculture, Dallas, TX, United States
| | - Phrashiah Githinji
- Texas A&M Institute for Advancing Health Through Agriculture, Dallas, TX, United States
| | - Miriam E Nelson
- Tufts University, Friedman School of Nutrition, Boston, MA, United States
| | - David Strogatz
- Bassett Research Institute, Cooperstown, NY, United States
| | - Sara C Folta
- Tufts University, Friedman School of Nutrition, Boston, MA, United States
| | - Regan L Bailey
- Texas A&M Institute for Advancing Health Through Agriculture, Dallas, TX, United States
| | - Jaimie N Davis
- Department of Nutritional Sciences, College of Natural Sciences, University of Texas at Austin, Austin, TX, United States
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Alston L, Heaney S, Kent K, Godrich S, Kocanda L, Herbert J, Schumacher T, Brown LJ. Rural nutrition and dietetics research-Future directions. Aust J Rural Health 2023; 31:1027-1031. [PMID: 37723938 DOI: 10.1111/ajr.13041] [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: 05/29/2023] [Revised: 08/08/2023] [Accepted: 08/24/2023] [Indexed: 09/20/2023] Open
Abstract
AIM The aim of this study was to summarise key evidence from recent Australian rural nutrition research and provide recommendations for future nutrition and dietetics research with rural communities. CONTEXT Clear evidence demonstrates that diet plays a role in the health gap between rural and metropolitan Australia. Despite the opportunity to address the health of rural Australians through better nutrition, alarmingly low investment in nutrition and dietetics research has occurred historically, and over the past decade. APPROACH A review of the evidence was undertaken by rural nutrition and dietetics leaders to provide a commentary piece to inform future rural nutrition research efforts. CONCLUSION Establishing strong, collaborative place-based nutrition and dietetics research teams are necessary to combat the significant gaps in the scientific knowledge of solutions to improve nutrition in rural Australia. Further, dieticians and nutritionists who live in and understand the rural contexts are yet to be fully harnessed in research, and better engaging with these professionals will have the best chance of successfully addressing the nutrition-related disease disparity between rural and metropolitan Australia.
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Affiliation(s)
- Laura Alston
- Deakin Rural Health, School of Medicine, Faculty of Health, Deakin University, Victoria, Warrnambool, Australia
- Research Unit, Colac Area Health, Victoria, Colac, Australia
| | - Susan Heaney
- Department of Rural Health, University of Newcastle, New South Wales, Port Macquarie, Australia
- Hunter Medical Research Institute, New South Wales, New Lambton Heights, Australia
| | - Katherine Kent
- School of Health Science, Western Sydney University, New South Wales, Campbelltown, Australia
- School of Health Sciences, University of Tasmania, Tasmania, Launceston, Australia
| | - Stephanie Godrich
- Centre for People, Place and Planet, Nutrition and Health Innovation Research Institute, School of Medical and Health Sciences, Edith Cowan University, Western Australia, Bunbury, Australia
| | - Lucy Kocanda
- Hunter Medical Research Institute, New South Wales, New Lambton Heights, Australia
- Department of Rural Health, University of Newcastle, New South Wales, Tamworth, Australia
- Dietetics Department, Tamworth Rural Referral Hospital, New South Wales, Tamworth, Australia
| | - Jaimee Herbert
- Deakin Rural Health, School of Medicine, Faculty of Health, Deakin University, Victoria, Warrnambool, Australia
- Hunter Medical Research Institute, New South Wales, New Lambton Heights, Australia
- Department of Rural Health, University of Newcastle, New South Wales, Tamworth, Australia
| | - Tracy Schumacher
- Hunter Medical Research Institute, New South Wales, New Lambton Heights, Australia
- Department of Rural Health, University of Newcastle, New South Wales, Tamworth, Australia
| | - Leanne J Brown
- Hunter Medical Research Institute, New South Wales, New Lambton Heights, Australia
- Department of Rural Health, University of Newcastle, New South Wales, Tamworth, Australia
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Herbert J, Schumacher T, Brown LJ, Collins CE. Developing a telehealth medical nutrition therapy (MNT) service for adults living in rural Australia at risk of cardiovascular disease: An intervention development study. J Hum Nutr Diet 2023; 36:1782-1794. [PMID: 37344944 PMCID: PMC10947187 DOI: 10.1111/jhn.13193] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 05/26/2023] [Indexed: 06/23/2023]
Abstract
BACKGROUND Receiving medical nutrition therapy (MNT) from an accredited practising dietitian (APD) can reduce diet-related cardiovascular disease (CVD) risk factors. However, people living in rural areas of Australia experience barriers to accessing dietitians because of their remote location. Telehealth has the potential to improve dietetic access in rural areas; however, there is limited research into the development and delivery of telehealth MNT interventions specific to these areas. The present study describes the development of the Healthy Rural Hearts (HealthyRHearts) telehealth MNT intervention, which was developed as a part of the HealthyRHearts randomised control trial, set in primary care practices in rural areas of the Hunter New England and Central Coast Primary Health Network. The aim of HealthyRHearts is to improve diet-related risk factors for CVD in rural adults at moderate to high CVD risk using a telehealth MNT intervention delivered by an APD. METHODS The study describes the development of the HealthyRHearts telehealth MNT intervention, using the 14-item GUIDance for rEporting of intervention Development (GUIDED) checklist and the Template for Intervention Description and Replication (TIDieR) framework to guide description. RESULTS HealthyRHearts is a complex intervention that aims to translate a telehealth MNT intervention for CVD prevention into rural and remote primary care settings. The intervention is designed to be implemented across multiple sites of varying characteristics and needs, with the ability to accommodate individual complexities within the rural context and target population. Participants are adults aged 45-75 years who are assessed as moderate to high risk of CVD by their general practitioner (GP). Consenting participants are referred to the intervention by their GPs and receive five telehealth MNT consultations with an APD over 6-months. APDs are trained in the intervention protocol including intervention materials, resources and behaviour change counselling strategies. CONCLUSION Using the GUIDED and TIDieR frameworks to guide description of the HealthyRHearts intervention development process facilitates detailed description of decision-making pathways for each element of the intervention design. The comprehensive description of the intervention development process for HealthyRHearts is intended to facilitate replication, iteration and optimisation of the intervention for rural contexts.
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Affiliation(s)
- Jaimee Herbert
- School of Health Sciences (Nutrition and Dietetics), University of Newcastle, Callaghan, NSW, Australia
- Department of Rural Health, University of Newcastle, North Tamworth, NSW, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, Callaghan, NSW, Australia
| | - Tracy Schumacher
- Department of Rural Health, University of Newcastle, North Tamworth, NSW, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, Callaghan, NSW, Australia
| | - Leanne J Brown
- Department of Rural Health, University of Newcastle, North Tamworth, NSW, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, Callaghan, NSW, Australia
| | - Clare E Collins
- School of Health Sciences (Nutrition and Dietetics), University of Newcastle, Callaghan, NSW, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, Callaghan, NSW, Australia
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Schumacher TL, Herbert J, May J, Ramanathan S, Brown LJ, Guppy M, Williams A, Rollo ME, Attia J, Collins CE. HealthyRHearts - reducing cholesterol in rural adults via telehealth-based medical nutrition therapy: protocol for a cluster randomised controlled trial. BMC Cardiovasc Disord 2023; 23:297. [PMID: 37308886 DOI: 10.1186/s12872-023-03306-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 05/16/2023] [Indexed: 06/14/2023] Open
Abstract
BACKGROUND Few randomised controlled trials specifically focus on prevention in rural populations. Cardiovascular disease (CVD) contributes to approximately one quarter of deaths in Australia. Nutrition is a key component affecting many risk factors associated with CVD, including hypercholesterolaemia. However, access to medical nutrition therapy (MNT) is limited for people living in rural areas, potentially exacerbating inequities related to health outcomes. Telehealth services present an opportunity to improve MNT access and address healthcare disparities for rural populations. The present study aims to evaluate feasibility, acceptability, and cost-effectiveness of a telehealth MNT CVD intervention program in lowering CVD risk over 12-months in regional and rural primary health care settings. METHODS/DESIGN A cluster randomised controlled trial set in rural and regional general practices in NSW, Australia, and their consenting patients (n = 300 participants). Practices will be randomised to either control (usual care from their General Practitioner (GP) + low level individualised dietetic feedback) or intervention groups (usual care from their GP + low level individualised dietetic feedback + telehealth MNT intervention). Telehealth consultations will be delivered by an Accredited Practising Dietitian (APD), with each intervention participant scheduled to receive five consultations over a 6-month period. System-generated generic personalised nutrition feedback reports are provided based on completion of the Australian Eating Survey - Heart version (AES-Heart), a food frequency questionnaire. Eligible participants must be assessed by their GP as at moderate (≥ 10%) to high (> 15%) risk of a CVD event within the next five years using the CVD Check calculator and reside in a regional or rural area within the Hunter New England Central Coast Primary Health Network (HNECC PHN) to be eligible for inclusion. Outcome measures are assessed at baseline, 3, 6 and 12 months. The primary outcome is reduction in total serum cholesterol. Evaluation of the intervention feasibility, acceptability and cost-effective will incorporate quantitative, economic and qualitative methodologies. DISCUSSION Research outcomes will provide knowledge on effectiveness of MNT provision in reducing serum cholesterol, and feasibility, acceptability, and cost-effectiveness of delivering MNT via telehealth to address CVD risk in rural regions. Results will inform translation to health policy and practice for improving access to clinical care in rural Australia. TRIAL REGISTRATION This trial is registered at anzctr.org.au under the acronym HealthyRHearts (Healthy Rural Hearts), registration number ACTRN12621001495819.
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Affiliation(s)
- Tracy L Schumacher
- Department of Rural Health, University of Newcastle, Newcastle, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Jaimee Herbert
- Department of Rural Health, University of Newcastle, Newcastle, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, Australia
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia
| | - Jennifer May
- Department of Rural Health, University of Newcastle, Newcastle, Australia
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia
| | - Shanthi Ramanathan
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia
- Health Economics and Impact, Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Leanne J Brown
- Department of Rural Health, University of Newcastle, Newcastle, Australia
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Michelle Guppy
- School of Rural Medicine, University of New England, Armidale, Australia
| | - Annabelle Williams
- Hunter New England Central Coast Primary Health Network, Broadmeadow, Australia
| | - Megan E Rollo
- Curtin School of Population Health, Faculty of Health Sciences, Curtin University, Bentley, Australia
| | - John Attia
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia
- Heart and Stroke Research Program, Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Clare E Collins
- Food and Nutrition Research Program, Hunter Medical Research Institute, New Lambton Heights, Australia.
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia.
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Jacobs J, Strugnell C, Becker D, Whelan J, Hayward J, Nichols M, Brown A, Brown V, Allender S, Bell C, Sanigorski A, Orellana L, Alston L. Understanding weight status and dietary intakes among Australian school children by remoteness: a cross-sectional study. Public Health Nutr 2023; 26:1185-1193. [PMID: 36710638 PMCID: PMC10346081 DOI: 10.1017/s1368980023000198] [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: 04/30/2022] [Revised: 10/18/2022] [Accepted: 01/11/2023] [Indexed: 01/31/2023]
Abstract
OBJECTIVE To determine whether primary school children's weight status and dietary behaviours vary by remoteness as defined by the Australian Modified Monash Model (MMM). DESIGN A cross-sectional study design was used to conduct secondary analysis of baseline data from primary school students participating in a community-based childhood obesity trial. Logistic mixed models estimated associations between remoteness, measured weight status and self-reported dietary intake. SETTING Twelve regional and rural Local Government Areas in North-East Victoria, Australia. PARTICIPANTS Data were collected from 2456 grade 4 (approximately 9-10 years) and grade 6 (approximately 11-12 years) students. RESULTS The final sample included students living in regional centres (17·4 %), large rural towns (25·6 %), medium rural towns (15·1 %) and small rural towns (41·9 %). Weight status did not vary by remoteness. Compared to children in regional centres, those in small rural towns were more likely to meet fruit consumption guidelines (OR: 1·75, 95 % CI (1·24, 2·47)) and had higher odds of consuming fewer takeaway meals (OR: 1·37, 95 % CI (1·08, 1·74)) and unhealthy snacks (OR = 1·58, 95 % CI (1·15, 2·16)). CONCLUSIONS Living further from regional centres was associated with some healthier self-reported dietary behaviours. This study improves understanding of how dietary behaviours may differ across remoteness levels and highlights that public health initiatives may need to take into account heterogeneity across communities.
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Affiliation(s)
- Jane Jacobs
- Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Waterfront Campus, 1 Gheringhap St, Geelong, VIC3220, Australia
| | - Claudia Strugnell
- Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Waterfront Campus, 1 Gheringhap St, Geelong, VIC3220, Australia
| | - Denise Becker
- Deakin University, Biostatistics Unit, Faculty of Health, Geelong, Australia
| | - Jill Whelan
- Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Waterfront Campus, 1 Gheringhap St, Geelong, VIC3220, Australia
| | - Josh Hayward
- Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Waterfront Campus, 1 Gheringhap St, Geelong, VIC3220, Australia
| | - Melanie Nichols
- Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Waterfront Campus, 1 Gheringhap St, Geelong, VIC3220, Australia
| | - Andrew Brown
- Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Waterfront Campus, 1 Gheringhap St, Geelong, VIC3220, Australia
| | - Victoria Brown
- Deakin University, Deakin Health Economics, Institute for Health Transformation, Faculty of Health, Geelong, Australia
| | - Steven Allender
- Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Waterfront Campus, 1 Gheringhap St, Geelong, VIC3220, Australia
| | - Colin Bell
- Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Waterfront Campus, 1 Gheringhap St, Geelong, VIC3220, Australia
| | - Andrew Sanigorski
- Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Waterfront Campus, 1 Gheringhap St, Geelong, VIC3220, Australia
| | - Liliana Orellana
- Deakin University, Biostatistics Unit, Faculty of Health, Geelong, Australia
| | - Laura Alston
- Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Waterfront Campus, 1 Gheringhap St, Geelong, VIC3220, Australia
- Deakin Rural Health, School of Medicine, Faculty of Health, Deakin University, Geelong, Australia
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