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Trial registered on ANZCTR
Registration number
ACTRN12621001654842
Ethics application status
Approved
Date submitted
20/10/2021
Date registered
1/12/2021
Date last updated
18/11/2022
Date data sharing statement initially provided
1/12/2021
Type of registration
Prospectively registered
Titles & IDs
Public title
Eating in Context Study: understanding the ways through which individual and everyday factors affect food choices at different eating occasions, and how this impacts health in adults aged 18 to 64 years.
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Scientific title
Eating in context: Understanding the pathways through which everyday contextual factors influence food choices and cardiometabolic health in adults aged 18 to 64 years.
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Secondary ID [1]
305367
0
None
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Universal Trial Number (UTN)
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Trial acronym
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Linked study record
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Health condition
Health condition(s) or problem(s) studied:
Chronic diseases
323709
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Cardiovascular disease
323710
0
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Obesity
323711
0
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Condition category
Condition code
Diet and Nutrition
321245
321245
0
0
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Other diet and nutrition disorders
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Diet and Nutrition
321765
321765
0
0
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Obesity
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Cardiovascular
321766
321766
0
0
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Other cardiovascular diseases
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Intervention/exposure
Study type
Observational
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Patient registry
False
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Target follow-up duration
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Target follow-up type
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Description of intervention(s) / exposure
The exposures being assessed in this study are predictors of food intakes and subsequent cardiometabolic health, and include: 1) individual factors and 2) eating occasion contextual factors. These exposures are described below.
1) Individual factors will be assessed using an online survey. The survey will include questions on age, gender, education, occupation, income, country of birth, medical history and medication use, and activity behaviors. The survey will take approximately 20 minutes to complete. Participants will complete the online survey in their own time shortly after they have registered for the study, read the plain language statement and provided their informed consent.
2) Data on eating occasion contextual factors will be collected via an Automated Self-Administered 24-Hour Dietary Recall (ASA24-Australia) and the Narrative Clip 2. The ASA24 is a free online tool that can capture information about eating occasion contextual factors (eating location, who was present, tv/computer use, where food was sourced). Participants will be asked to complete three online food recalls (ASA-24) on non-consecutive days (including one weekend day) over a seven-day data collection period. Each recall will take approximately 30-40 minutes to complete and will be completed on days 3, 5 & 7 of the observation period. The Narrative Clip is a small, hands-free wearable camera that automatically takes person point-of-view images. Wearable cameras capture objective and rich data on environmental or social contexts of eating, including location, advertising, purchasing habits, screen behaviors, social interactions and physical positioning. Participants will be asked to use the wearable camera for four days over the 7-day observation period (e.g. Days 1, 2, 4 & 6).
The outcomes being assessed in this study include 1) markers of cardiometabolic health (primary outcomes) and 2) overall diet quality and food group intakes (secondary outcomes). Once participants have completed the online survey they will be scheduled in to attend a single 45-minute face-to-face session at the Deakin University Burwood Clinic on Day 1 of the observation period only. At this visit participants blood pressure, waist circumference, height, and weight will be measured, with each component taking approximately 5 minutes to complete. A trained study researcher will take all measurements and record the observations. During this session, participants will also receive instructions on how to use the wearable camera and complete the online 24 hour recalls using the ASA-24 tool. They will also receive instructions regarding the Melbourne Pathology visit and be fitted with a Sensewear Armband. This instructive component will take approximately 25-minutes. The Sensewear Armband will be worn for all 7-days of the observation period and will provide an objective measure of energy expenditure and time spent in different activity intensities. This data will be used to assess important covariates and includes: energy misreporting (e.g. under- or over-reporting of dietary intake in the ASA-24) and individual physical activity levels.
Blood markers of cardiometabolic health will be collected during a visit to a Melbourne Pathology Clinic. Participants can choose which collection center to visit (there are >300 collection centers in Victoria). Participants are required to attend the clinic in a fasting state at any point during the 7-day observation period or in the two-week period after the 7-day observation period.
Information on diet quality and food group intakes will be collected using three Automated Self-Administered 24-Hour Dietary Recall (ASA24-Australia). This information is collected at the same time as the information on eating occasion contextual factors and involves no additional time commitment by the participant (as described earlier, one recall takes 30-40 minutes).
The total time commitment for this study is as follows: 1) Online survey (occurring after study registration and before the 7-day observation period): 20 minutes; 2) 7-days of observation (free living environment) during which participants will wear the Sensewear armband on all 7-days and the wearable camera on days 1, 2, 4 and 6 only; 3) a 45-minute face-to-face clinic visit on day 1 of the observation period; 4) Three online 24-hour dietary recalls completed by participants at home using the ASA-24 tool: each recall takes 30-40 minutes and will be completed on days 3, 5 and 7 of the observation period; and 4) a visit to a Melbourne Pathology center: approximately one hour of time required, either during the 7-day observation period or up to two weeks thereafter.
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Intervention code [1]
321857
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Not applicable
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Comparator / control treatment
No control group.
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Control group
Uncontrolled
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Outcomes
Primary outcome [1]
329240
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Blood Pressure assessed at clinic visit using an automated blood pressure machine
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Assessment method [1]
329240
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Timepoint [1]
329240
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Day 1 of the 7-day observation period
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Primary outcome [2]
329241
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Waist circumference (assessed using anthropometric tape measure) during the clinic visit.
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Assessment method [2]
329241
0
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Timepoint [2]
329241
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Day 1 of the 7-day observation period
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Primary outcome [3]
329242
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Body mass index (BMI) calculated from height (cm) using a stadiometer and weight (kg) assessed using digital scales during the clinic visit
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Assessment method [3]
329242
0
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Timepoint [3]
329242
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Day 1 of the 7-day observation period
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Secondary outcome [1]
401861
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Overall diet quality, defined as level of compliance with current Australian Dietary Guidelines, will be calculated using the established Dietary Guidelines Index (DGI). The DGI score will be calculated from the data on dietary intake collected during multiple 24-hour dietary recalls using the online automated ASA-24 tool. This secondary outcome will be assessed using dietary information provided by the ASA-24 tool only.
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Assessment method [1]
401861
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Timepoint [1]
401861
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Days 2, 4 and 6 of the 7 day observation period
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Secondary outcome [2]
401862
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Intakes of vegetables will be assessed at all eating occasions recorded in the ASA-24. This secondary outcome will be assessed using dietary information provided by the ASA-24 tool only.
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Assessment method [2]
401862
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Timepoint [2]
401862
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Days 2, 4 and 6 of the 7 day observation period
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Secondary outcome [3]
402811
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Intakes of fruit will be assessed at all eating occasions recorded in the ASA-24. This secondary outcome will be assessed using dietary information provided by the ASA-24 tool only.
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Assessment method [3]
402811
0
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Timepoint [3]
402811
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Days 2, 4 and 6 of the 7 day observation period
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Secondary outcome [4]
402812
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Intakes of cereals/grains will be assessed at all eating occasions recorded in the ASA-24. This secondary outcome will be assessed using dietary information provided by the ASA-24 tool only.
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Assessment method [4]
402812
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Timepoint [4]
402812
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Days 2, 4 and 6 of the 7 day observation period
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Secondary outcome [5]
402813
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Intakes of meat/meat alternatives will be assessed at all eating occasions recorded in the ASA-24. This secondary outcome will be assessed using dietary information provided by the ASA-24 tool only..
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Assessment method [5]
402813
0
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Timepoint [5]
402813
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Days 2, 4 and 6 of the 7 day observation period
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Secondary outcome [6]
402814
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Intakes of dairy foods/dairy alternatives will be assessed at all eating occasions recorded in the ASA-24. This secondary outcome will be assessed using dietary information provided by the ASA-24 tool only.
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Assessment method [6]
402814
0
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Timepoint [6]
402814
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Days 2, 4 and 6 of the 7 day observation period
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Secondary outcome [7]
402815
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Intakes of discretionary foods will be assessed at all eating occasions recorded in the ASA-24. This secondary outcome will be assessed using dietary information provided by the ASA-24 tool only.
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Assessment method [7]
402815
0
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Timepoint [7]
402815
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Days 2, 4 and 6 of the 7 day observation period
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Secondary outcome [8]
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Primary outcome: fasting blood glucose will be collected during a visit to a Melbourne Pathology clinic.
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Assessment method [8]
402816
0
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Timepoint [8]
402816
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Any day during 7-day observation period, or in the period up to 2 weeks thereafter.
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Secondary outcome [9]
402817
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Primary outcome: highly sensitive c-reactive protein will be collected in a fasting state during a visit to a Melbourne Pathology clinic.
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Assessment method [9]
402817
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Timepoint [9]
402817
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Any day during 7-day observation period, or in the period up to 2 weeks thereafter.
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Secondary outcome [10]
402818
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Primary outcome: blood insulin will be collected in a fasting state during a visit to a Melbourne Pathology clinic.
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Assessment method [10]
402818
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Timepoint [10]
402818
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Any day during 7-day observation period, or in the period up to 2 weeks thereafter.
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Secondary outcome [11]
402819
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Primary outcome: blood glycosylated hemoglobin (HBA1C) will be collected in a fasting state during a visit to a Melbourne Pathology clinic.
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Assessment method [11]
402819
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Timepoint [11]
402819
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Any day during 7-day observation period, or in the period up to 2 weeks thereafter.
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Secondary outcome [12]
402820
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Primary outcome: blood low density lipoprotein (LDL) cholesterol will be collected in a fasting state during a visit to a Melbourne Pathology clinic.
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Assessment method [12]
402820
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Timepoint [12]
402820
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Any day during 7-day observation period, or in the period up to 2 weeks thereafter.
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Secondary outcome [13]
402821
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Primary outcome: blood high density lipoprotein (HDL) cholesterol will be collected in a fasting state during a visit to a Melbourne Pathology clinic.
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Assessment method [13]
402821
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Timepoint [13]
402821
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Any day during 7-day observation period, or in the period up to 2 weeks thereafter.
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Secondary outcome [14]
402822
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Primary outcome: blood total cholesterol will be collected in a fasting state during a visit to a Melbourne Pathology clinic.
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Assessment method [14]
402822
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Timepoint [14]
402822
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Any day during 7-day observation period, or in the period up to 2 weeks thereafter.
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Eligibility
Key inclusion criteria
- Living in Victoria, Australia
- Own a smartphone, desktop computer, laptop, or tablet with internet access
- Can communicate confidently in English, e.g., speak, read, and write English confidently
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Minimum age
18
Years
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Maximum age
64
Years
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Sex
Both males and females
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Can healthy volunteers participate?
Yes
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Key exclusion criteria
- Pregnant or breastfeeding women
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Study design
Purpose
Natural history
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Duration
Cross-sectional
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Selection
Convenience sample
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Timing
Prospective
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Statistical methods / analysis
The sample size of 150 adult participants is based on simulation studies for calculating unbiased regression coefficients and variances according to cluster number and size in multilevel models. Further, previous studies using wearable cameras have shown that sample sizes of 40 and 53 adults were sufficient to detect significant (alpha = 0.05) associations between environmental and social contextual factors at eating occasions (exposures) and dietary intakes (outcomes).
Deep learning artificial intelligence (AI) technology (e.g. convolutional neural networks) will be used to identify images captured by the wearable camera that contain food or drink. AI technology can detect food images with good accuracy, reduce the burden of data processing and address privacy concerns. Statistical analyses will be carried out using Stata Version 16 and MPlus Version 8.6. We will triangulate the food image data with the ASA24 contextual factors data to classify the context of each eating occasion. Multilevel regression analyses will be used to examine eating occasion contextual factors ([exposures] e.g., social interactions, purchasing habits, food advertising, screen behaviours) and individual factors (exposures) in relation to food group intakes and overall diet quality (secondary outcomes), and cardiometabolic health indicators (primary outcomes). Only group level associations will be analyzed, and for aggregate data, a threshold value of 5 will be applied to cells the data tables in order to maintain participant confidentiality.
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Recruitment
Recruitment status
Recruiting
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Date of first participant enrolment
Anticipated
6/12/2021
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Actual
6/12/2021
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Date of last participant enrolment
Anticipated
30/06/2023
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Actual
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Date of last data collection
Anticipated
29/07/2023
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Actual
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Sample size
Target
150
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Accrual to date
64
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Final
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Recruitment in Australia
Recruitment state(s)
VIC
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Funding & Sponsors
Funding source category [1]
309737
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Government body
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Name [1]
309737
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National Health and Medical Research Council
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Address [1]
309737
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414 La Trobe St,
Melbourne VIC 3000
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Country [1]
309737
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Australia
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Primary sponsor type
University
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Name
Institute for Physical Activity and Nutrition (IPAN), Deakin University
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Address
Institute for Physical Activity and Nutrition (IPAN)
School of Exercise and Nutrition Sciences. Faculty of Health
Deakin University
221 Burwood Highway
Burwood VIC 3125
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Country
Australia
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Secondary sponsor category [1]
310758
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None
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Name [1]
310758
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Address [1]
310758
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Country [1]
310758
0
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Ethics approval
Ethics application status
Approved
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Ethics committee name [1]
309494
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Deakin University Human Research Ethics Committee
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Ethics committee address [1]
309494
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Deakin Research Integrity Deakin University 221 Burwood Hwy Burwood VIC 3125
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Ethics committee country [1]
309494
0
Australia
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Date submitted for ethics approval [1]
309494
0
27/07/2021
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Approval date [1]
309494
0
20/09/2021
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Ethics approval number [1]
309494
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2021-267
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Summary
Brief summary
The overall aim of this project is to characterise pathways through which individual and everyday contextual factors affect food choices at eating occasions and their role in cardiometabolic health. Participants aged 18 to 64 years will be asked to complete an online survey, and attend a research clinic where blood pressure and anthropometry will be measured. They will also be instructed to complete seven days of data collection including fasting blood sampling, online dietary recalls using ASA24-Australia, and the use of a wearable camera and SenseWear armband. This study will help us understand the pathways through which everyday contexts influence eating behaviours and health. Understanding these complex pathways will help inform the development of realistic and practical intervention strategies that tailor to everyday eating situations and promote heart healthy eating patterns.
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Trial website
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Trial related presentations / publications
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Public notes
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Contacts
Principal investigator
Name
114346
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Dr Rebecca Leech
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Address
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Institute for Physical Activity and Nutrition (IPAN)
School of Exercise and Nutrition Sciences, Faculty of Health
Deakin University
75 Pigdons Rd
Waurn Ponds VIC 3216
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Country
114346
0
Australia
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Phone
114346
0
+61 3 5227 8768
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Fax
114346
0
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Email
114346
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[email protected]
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Contact person for public queries
Name
114347
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Rebecca Leech
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Address
114347
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Institute for Physical Activity and Nutrition (IPAN)
School of Exercise and Nutrition Sciences, Faculty of Health
Deakin University
75 Pigdons Rd
Waurn Ponds VIC 3216
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Country
114347
0
Australia
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Phone
114347
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+61 3 5227 8768
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Fax
114347
0
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Email
114347
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[email protected]
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Contact person for scientific queries
Name
114348
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Rebecca Leech
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Address
114348
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Deakin University
Institute for Physical Activity and Nutrition
School of Exercise and Nutrition Sciences, Faculty of Health
75 Pigdons Rd
Waurn Ponds VIC 3216
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Country
114348
0
Australia
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Phone
114348
0
+61 3 5227 8768
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Fax
114348
0
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Email
114348
0
[email protected]
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Data sharing statement
Will individual participant data (IPD) for this trial be available (including data dictionaries)?
No
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No/undecided IPD sharing reason/comment
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What supporting documents are/will be available?
No Supporting Document Provided
Doc. No.
Type
Citation
Link
Email
Other Details
Attachment
13298
Ethical approval
382822-(Uploaded-04-10-2021-14-10-10)-Study-related document.pdf
Results publications and other study-related documents
Documents added manually
No documents have been uploaded by study researchers.
Documents added automatically
No additional documents have been identified.
Download to PDF