Source: OHIO STATE UNIVERSITY submitted to NRP
USING THE FOODIMAGETM APP TO ASSESS SMART INTERVENTIONS DESIGNED TO IMPROVE NUTRITION & REDUCE FOOD WASTE
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
COMPLETE
Funding Source
Reporting Frequency
Annual
Accession No.
1025204
Grant No.
2021-67023-33820
Cumulative Award Amt.
$499,847.00
Proposal No.
2020-06351
Multistate No.
(N/A)
Project Start Date
Jan 1, 2021
Project End Date
Dec 31, 2024
Grant Year
2021
Program Code
[A1641]- Agriculture Economics and Rural Communities: Markets and Trade
Recipient Organization
OHIO STATE UNIVERSITY
1680 MADISON AVENUE
WOOSTER,OH 44691
Performing Department
Agric, Evrnml & Dev Econ
Non Technical Summary
Only ~10% of Americans eat recommended amounts of fruits and vegetables (FV). High cost is one barrier to increasing FV intake, while studies have found that subsidizing FV acquisition increases FV intake. In response, federal and private sources now expend millions annually to subsidize household FV purchases. However, FV are the category of food with the highest rates of household food waste (FW), and the United States aspires to reduce FW by 50% by 2030. We propose a randomized control trial to assess (1) if subsidizing household FV acquisition through the provision of a weekly selection of free FVs increases FV intake, diet quality, and FV waste and (2) if a smart intervention to reduce FW can improve the efficacy of FV subsidies by ensuring that more FV are consumed and less FV are wasted compared to a control group. Data on the inventory, acquisition, intake, and waste of food will be collected in participants' homes using the FoodImageTM app, which was recently validated by the research team. FoodImage provides better accuracy for capturing household FW data than diaries and an integrated platform for collecting, encoding, and curating these critical household data streams. The results will inform policy decisions about FV subsidy programs and household FW reduction interventions and inform future replicable, scalable intervention strategies that ensure FV subsidy dollars improve nutrition while minimizing waste. These outcomes align with program priorities concerning the economic and behavioral aspects of consumer behavior; policy design and impacts; and the economics of food policy.
Animal Health Component
80%
Research Effort Categories
Basic
10%
Applied
80%
Developmental
10%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
61050103010100%
Knowledge Area
610 - Domestic Policy Analysis;

Subject Of Investigation
5010 - Food;

Field Of Science
3010 - Economics;
Goals / Objectives
Our long-term goal is to simultaneously improve global sustainability, enhance national food security, and improve U.S. productivity through improved nutritional intake while improving the competitiveness of the U.S. food system by reducing U.S. household food waste. To reduce household food waste and improve individual nutrition, we leverage the FoodImageTM smartphone app (Roe et al. 2020), a novel method for measuring household food acquisition, food intake, and food waste decisions, to assess the efficacy of a smart intervention that targets food waste reduction and diet quality improvement. The intervention is designed to improve nutrition by offsetting intake of less nutritious foods with increased fresh fruit and vegetable (FV) intake while simultaneously reducing household food waste via strategies tailored to participating households.Specific objectives include using the FoodImage app in a randomized controlled trial (RCT):Enroll and Baseline Data CollectionN=46Randomly Assign within Matched PairsControl (N=23)Treatment (N=23)Info on Benefits of FV ConsumptionYesYesProvision of Free FV BoxYesYesInterventionStress ManagementFood Waste Reduction + Replace Less Healthy Foods with FVWe will use the data collected to:Test the effects of free FV provision and information detailing the benefits of increased FV consumption on: (a) household food waste levels (mass/grams and energy/kilocalories), (b) total FV acquisition (free FV provision plus purchases post-intervention vs. pre-intervention FV purchases), and (c) the consumption of FV (Food Patterns Equivalents Database, FPED). We hypothesize that free FV provision plus the information on FV benefits will increase food waste, total FV acquisition, and diet quality (increase the Healthy Eating Index [HEI]). We will test these hypotheses by comparing baseline and follow-up data from participants randomly assigned to the control condition, which features free FV provision, information highlighting the benefits of increased FV consumption, and a placebo (stress management) intervention not focused on food waste. Exploratory analyses will examine the effects on dietary energy intake and if the freely provided FV replace non-FV foods in the baseline diet.Test if a smart intervention to reduce food waste and replace less healthy foods with FV significantly reduces post-intervention food waste compared to the control group while increasing FV acquisition and consumption compared to pre-intervention baseline. We hypothesize that this smart intervention will increase total FV acquisition and FV consumption compared to baseline, and these increases are not expected to differ significantly from control. But, it is further hypothesized that those receiving the smart intervention will significantly reduce food waste compared to controls. Exploratory analyses will examine the extent to which the smart intervention had the intended effect of replacing less healthy foods with FV consumption.
Project Methods
?Participant RecruitmentAfter IRB approval is received, a sample of 46 adults will be recruited from the Baton Rouge, LA area (see power analysis in the Analysis section). Inclusion criteria are: 1) age 18-72 years, 2) body mass index 18.5 - 50 kg/m2, based on self-reported height and weight, 3) performs a majority of household food shopping and preparation, and 4) if children are present in household, all children are between 6-18 years. Exclusion criteria include: 1) not able to use an iPhone, 2) refusal or unable to use the smartphone app to collect data in free-living conditions, 3) households that purchase groceries less than 1 time per week, and 4) more than 2 children living in the household. Participants are allowed to use their own iPhone during the study, as long as they acknowledge that data will be used during the course of the project. If they do not have an iPhone or wish not to use their own iPhone, a loaner iPhone will be provided during the study. An iPhone is necessary as the app is currently programmed only for Apple devices. Exclusion criteria 3 ensures that at least one shopping episode will take place during the baseline study period while inclusion criteria 4 helps ensure that the randomized groups have similar amounts of food waste at baseline since food waste increases with the number of children in a household (Schanes et al. 2018).Participant recruitment will be completed by Pennington Biomedical's recruitment core. Because most FV subsidy policies and programs target populations receiving SNAP, we will include recruitment at local food pantries to ensure an oversampling of participants who are likely SNAP eligible or recipients (target ~20% of participants). We will enroll 46 participants. We anticipate ~10% attrition post-enrollment for about 20-21 completers per group and we are adequately powered even with anticipated attrition. We anticipate 115 phone screens will be needed to enroll 46 participants (2.5:1 ratio). We further anticipate that 53 participants will need to be scheduled for a screening visit to yield 46 enrollees (15% screen fail). Participants will be compensated $100 for successful completion of week 1 and $165 for successful completion of the remaining 21 days (max compensation = $265). Participants will also receive a free fresh seasonal FV box once per week during the final 21 days. The box will contain about 40% fruit and 60% vegetables and be sufficient to meet 60+5% of the household's FV needs as recommended by USDA's MyPlate. The amount of FV provision will scale in proportion to the size of the household as is done with SNAP benefits (as noted earlier, about 20% of participants will actually be eligible for SNAP). Participants receive the FV box by visiting PBRC, which is centrally located in Baton Rouge, LA. PBRC is involved with several different programs that involve the receipt and distribution of FV on the PBRC premises, including a year-round farmers market (BREADA 2020) and a work-based Community Supported Agriculture FV box subscription program (Farm to Work 2020). PBRC staff will create boxes for participants with most FV sourced from these two on-site programs with any procurement gaps filled through purchases from local supermarkets and fruit and vegetable stands. PBRC regularly purchases FV to support ongoing nutritional studies conducted on its Baton Rouge campus.Data CollectionOther than surveys, data collection will occur in participants' natural day-to-day environment (free-living conditions). Following confirmation of eligibility and informed consent, participants will engage in several activities. Participants will be asked to use the FoodImage app to capture data on all food acquisition (purchases and gifts) and food clean outs (refrigerator, freezer, cabinet) for the entire 28 days. In addition, for 3 consecutive days during the first week and during the last week (including one weekend day during each 3-day period), participants will also record all home food preparation waste, food intake when dining at home (all household members), food intake when dining out (primary participant plus any household members in attendance), food waste when dining at home (all household members), and food waste when dining out (primary subject plus any household members in attendance). Finally, they will conduct a video home inventory of all FV (fresh, frozen, or otherwise preserved) on days 1 and 28.Upon their second visit to PBRC (Day 8), when they first receive free FV, participants will receive a randomly assigned intervention as part of an in-person session that lasts between 45-60 minutes depending on the needs and learning style of the participant. All participants will receive information about healthy eating including the role of FV in supporting nutrition and health.Participants in the treatment group will meet individually with a trained coach who presents a structured set of materials that includes an introduction of food waste, ways that food waste can be reduced over time, and how to increase FV consumption by replacing consumption of less healthy foods with FV. The coach and participant then engage in a lifestyle interview in which the coach asks multiple open-ended questions to gather information about the participant's typical eating, shopping, prepping, storage, and meal habits. Questions may cover the number of people in the household, number of shopping trips, meal planning (or lack thereof), etc. After basic information on food waste management is introduced and the coach has an in depth understanding of current habits, the intervention is tailored to target actions with high marginal impact with regard to current food waste. In ensuing sessions (in person or remote according to participant preference), steps are made to follow up on plans and to introduce new plans for next-level reductions in waste.After this lifestyle interview, the coach and participant review the Survival TIPPS (Thriftiness, Inventory, Plan, Prepare, and Store). The coach and participant use specific goal setting techniques to make a plan that reduces food waste in the immediate future (i.e. daily in the next week). The coach and participant will collaborate to find a technique that the participant finds logistically and financially feasible and efficacious (high self-efficacy) with coach support. Specific goal setting techniques such as SMART (Specific, Measurable, Attainable, Reward, Timebound) goals will be tailored to ensure that the participant has a concrete idea of what to do to enact the plan in their daily life. The participant then receives regular (e.g., three to four per week) semi-structured tips via text, email or call (based on participant preference); these will be modified based on gathered data and delivered to assist the participant in following through with plans to reduce food waste.The control group will also receive information about healthy eating including the role of FV in supporting nutrition and health and receive free FV provision weekly during the final 3 weeks of the study. In place of the intervention received by the treatment group, controls will receive an intensity-matched stress management intervention like that delivered in the previous USDA grant.?

Progress 01/01/21 to 12/31/24

Outputs
Target Audience:The target audiences includeacademics in applied economics, nutrition and public policy; policy advisors and regulatory staff in Federal agencies such as USDA, FDA, EPA and HHS and their equivalents at the state and sub-state level; policy makers in Federal, state and sub-state bodies with legislative authority; and practitioners inthe nutrition, food and waste management sector working for public and private organizations. Changes/Problems:While there are no changes to the study, data cleaning took longer than expected do to staffing changes and the inherent intricacy of the data translation process. This caused analyses to occur much later then expected and has slowed submission of resulting manuscripts to peer-reviewed outlets. What opportunities for training and professional development has the project provided?Staff were trained in identifying approaches to refine data creation and cleaning workflow when handling materials gathered by research participants who use the FoodImage app. How have the results been disseminated to communities of interest?A pre-print has been posted while final revisions are underway to prepare the manuscript for submission to a peer-reviewed journal outlet. What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

Impacts
What was accomplished under these goals? Objective: The study evaluated changes in household food intake, the waste of fruits and vegetables (FV), and FV inventories after supplemental produce was provided free of charge and in response to a smart coaching intervention to reduce food waste and replace less nutritious foods with FV. Design: Households measured food intake and waste for ≥3 days before and after intervention. Households were randomized to receive either an intervention to reduce food waste and replace less healthy foods with FV or a control intervention. Both groups received free FV and measured FV inventories before and after intervention. Setting: Participants were from the Baton Rouge, Louisiana region and picked up FV at a central location. Participants: 46 adults and their household members. Results: Treatment participants increased intake of fruits (0.33 servings/day, p=0.09) and vegetables (0.50, p=0.01) compared to the control group. All participants reported a decrease in daily total caloric intake (132 Kcal/day, p=0.04), an increase in the number (9.53 events/period, p<0.001) and average magnitude (100.5 g/event, p=0.005) of FV waste events, and an increase in fresh FV inventories (4.31 kg/household, p=0.001) after receiving free FVs. Compared to the control group, treatment participants reported less FV waste during eating occasions (22.2 g/day, p=0.09) and an increase in frozen FV inventories[JA3][JA4] (1.78 kg/household, p=0.04). Discussion:This study was designed to investigate the dietary and waste effects of providing free FV to households as well as the incremental effect of coupling free FV provision with the treatment coaching intervention focused on replacing less nutritious food options with FV while ensuring the free FV were not wasted. The study respondents' pre-intervention FV was about 2.1 servings per day, which is below recommendations. In the absence of the treatment intervention, simply providing free FV did not yield significant changes in FV intake among study participants, though total reported caloric intake did decline significantly (by 133 Kcal/day, or by about 10% of baseline reported caloric intake). Among those who received the treatment (rather than the control) intervention, intake of FV did increase by 0.83 servings per day, with a marginally significant increase in fruit (0.33 servings/day) and a statistically significant increase in vegetables (0.50 servings/day). These values exceed the upper bound of 95% confidence intervals documented in a recent meta-analysis (Jabbari et al. 2024), which identifies an increase in aggregate FV intake by 0.55 servings/day (95% CI: 0.34, 0.77), fruit intake by 0.13 (95% CI: -0.01, 0.27), and vegetable intake by 0.15 (95% CI: 0.09, 0.21). The intervention involved households picking up free FV boxes for three consecutive weeks, which could logically lead to stockpiling. Hence, we measure the impact of free FV provision on the change in household FV inventories. Across both treatment and control participants, there is a statistically significant increase in total (4.89 kg/household, +17%) and fresh FV inventories (4.31 kg/household, +74%) increase over baseline inventories by the end of the study period, but no statistically significant impact on frozen FV inventories. The treatment intervention did yield a statistically significant increase in frozen FV inventories (compared to control) of 1.78 kg/household, representing a 43% average increase over baseline in the frozen FV inventory for treatment households. The treatment intervention had no significant impact on total or fresh FV inventories when compared to the control intervention. The exclusive impact of this intervention on frozen FV inventories aligns with advice given to treatment households that encouraged the freezing of FV received in excess of immediate demand. The treatment intervention provided advice both on how to increase FV consumption and how to avoid FV waste. However, among both treatment and control participants, the study's free provision of FV yielded a statistically significantly increase in the number of FV waste events that involved food preparation and food storage cleanout (9.53 events per reporting period) and in the average discard during each of these events (100.5 g/event), though the increase in FV plate waste was only marginally statistically significant (11.7 g/person/day). The treatment intervention yielded its expected effect with respect to plate waste, with a statistically significant reduction of 22.2 grams per eating occasion versus control participants (a 79% reduction from baseline), but had no significant effects on the number or magnitude of preparation or non-meal discard events compared to the stress management intervention. This mirrors the qualitative pattern of results observed in a randomized control trial reported by Roe et al. (2022), in which the treatment focused solely on food waste reduction and yielded statistically significant reductions in plate waste from all food sources (79%) but no significant changes in preparation or clean out waste events. As in Roe et al. (2022), it may be that it is more difficult for participants to integrate coaching advice into less frequently occurring events. That it, not every meal involves preparation that lends itself to reducing waste, while shopping and storing activities that can precipitate storage clean outs that generate food waste may be less frequent and more variable, making application of coaching interventions more difficult. The frequency and repetitiveness of many meal occasions may also help explain the relative success of this study's coaching advice designed to increase FV intake as most meals may have non FV elements that can be replaced with FVs. Other elements of the study might frustrate attempts to reduce FV waste including that the FV were provided to participants rather than selected by participants. While participant preferences were considered when FV boxes were filled, preferred FVs were not always available, which could exacerbate waste due to some mismatch between preferences and delivered items. Furthermore, the coaching intervention was only 3 weeks, which may limit the ability to change engrained participant habits, particularly as the coaching focus was already split between two outcomes (increasing FV intake and reducing waste). Conclusions. Providing free FVs without additional education does not increase FV intake but does lead to more and larger FV waste events. When coupled with targeted information to improve diet quality and reduce waste, free FV provision can lead to increased FV intake with no significant increase in energy intake or plate waste and smaller increases in the number and magnitude of FV waste events, suggesting that pairing intensive educational efforts with free FV provision is critical to translate program resources into improved nutrition without increasing waste. Cited Reference:Roe, B. E., Qi, D., Beyl, R. A., Neubig, K. E., Apolzan, J. W., & Martin, C. K. (2022). A randomized controlled trial to address consumer food waste with a technology-aided tailored sustainability intervention.Resources, Conservation and Recycling,179, 106121.

Publications

  • Type: Other Status: Submitted Year Published: 2025 Citation: Roe, B.E., Diktas, H.E., Qi, D., Martin, C.K., Apolzan, J.W. (in preparation). Changes to Fruit and Vegetable Intake and Waste When Households Receive Free Produce. Pre-print Available at: MEDRXIV/2025/326258.


Progress 01/01/23 to 12/31/23

Outputs
Target Audience:The activity this period involved data cleaning; hence we report no target audiences reached during this period. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?Staff were trained in identifying approaches to refinedata creation and cleaning workflow when handling materials gathered by research participants who use the FoodImage app. How have the results been disseminated to communities of interest? Nothing Reported What do you plan to do during the next reporting period to accomplish the goals?Data cleaning and consolidation is on pace to be completed by April 2024. Thereafter, data analysis and manuscript development will be completed with dissemination of results via conference presentation and submission of manuscripts to peer-reviewed outlets.

Impacts
What was accomplished under these goals? This reporting period was dominated by the creation and cleaning of data by scientific staff. Furthermore, the literature has been reviewed for any relevant studies published since the commencement of this project.

Publications


    Progress 01/01/22 to 12/31/22

    Outputs
    Target Audience:The activity this period involved data collection; hence the only audiences during this reporting period were those individuals who were recruited and then participated in the research study. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?Key staff at Pennington Biomedical Research Center received training in the implementation of the protocol, including how to coachparticipants to help them identify ways to incorporate fresh fruits and vegetables into their diet while also reducing the amount of edible fruits and vegetables that are discarded. How have the results been disseminated to communities of interest? Nothing Reported What do you plan to do during the next reporting period to accomplish the goals?Data cleaning and consolidation is on pace to be completed by summer of 2023. Thereafter, data analysis and manuscript development will be completed with dissemination of results via conference presentation and submission of manuscripts to peer-reviewed outlets.

    Impacts
    What was accomplished under these goals? Both intervention arms were implemented with data collected from 46 participants (23 control, 23 treatment). Data organization and cleaning commenced.

    Publications


      Progress 01/01/21 to 12/31/21

      Outputs
      Target Audience:The activities of this reporting period included developing the study design, protocol, recruitment and intervention materials. The only audiences for these materials were the Internal Review Boards of Pennington Biomedical Research Center and Ohio State University and those individuals who were recruited to participate in the study. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?Key staff at Pennington Biomedical Research Center received training in the development of protocols, including how to provide coaching to participants to help them identify ways to incorporate fresh fruits and vegetables into their diet while also reducing the amount of edible fruits and vegetables that are discarded. How have the results been disseminated to communities of interest? Nothing Reported What do you plan to do during the next reporting period to accomplish the goals?We plan to continue screening potential participants and then complete study enrollment, including provision of all interventions and data collection. Initial data cleaning will also commence.

      Impacts
      What was accomplished under these goals? The study design and protocol was finalized, including the creation of all study intervention and recruitment materials. This protocal and these materials were approved for human subjects research by the relevant institutions' Internal Review Boards. All logistic arrangments were finalized to support the protocol, including arrangements to source fresh fruits and vegetables, combine them into take-home packages, and have participants arrive at Pennington Biomedical Research Center to receive intervention materials and the take-home packages of fresh fruits and vegetables. During the reporting period, 23 people completed screener questionnaires to determine eligibility for study participation, 6 eligible recruits were enrolled and randomized to the treatment vs. control study arm, and all 6 recruites successfully completed the intervention.

      Publications