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N/A N=62 Randomized Single-blind Prevention

Optimizing an mHealth Intervention to Change Food Purchasing Behaviors for Cancer Prevention

Cancer

Enrolled (actual)
62
Serious AEs
1.6%
Results posted
Oct 2023
Primary outcome: Primary: 1a. Dietary Intake: ASA24 (Fiber) — 18.45; 18.17; 15.89; 20.73 grams/day — p=.255

Study Design & Population

Study type
Interventional
Phase
N/A
Interventions
Location-triggered notification (Behavioral); Reflections on benefits of change (Behavioral); Coach monitoring (Behavioral); Household support (Behavioral)
Age
Adult, Older Adult · 18+ yrs
Sex
All
Sponsor
Drexel University
Primary completion
Mar 2022

Outcome Measures

OutcomeResultp-value
PRIMARY
1a. Dietary Intake: ASA24 (Fiber)
18.45; 18.17; 15.89; 20.73; 16.30; 20.32 .255
PRIMARY
1b. Primary Outcome: Dietary Intake ASA24 (Fruit/Veg)
1.86; 2.63; 2.40; 2.09; 2.33; 2.16 .560
PRIMARY
1c. Primary Outcome: Dietary Intake ASA24 (Red Meat)
10.10; 8.98; 4.10; 14.98; 4.35; 14.72 .319
PRIMARY
1d. Primary Outcome: Dietary Intake ASA24 (Processed Meat)
325.95; 216.18; 282.69; 259.44; 278.05; 264.09 .032 sig
PRIMARY
1e. Primary Outcome: Dietary Intake ASA24 (Added Sugars)
41.82; 31.16; 28.30; 44.67; 34.25; 38.72 .044 sig
PRIMARY
1f. Primary Outcome: Dietary Intake ASA24 (Sodium)
730.13; 571.33; 647.89; 653.57; 663.92; 637.53 .010 sig
PRIMARY
1g. Primary Outcome: Dietary Intake ASA24 (Fat)
9.27; 7.91; 9.05; 8.13; 9.86; 7.32 .073
PRIMARY
1h. Primary Outcome: Dietary Intake ASA24 (Sugar-Sweetened Beverages)
17.29; 17.39; 21.44; 13.24; 24.64; 10.04 .872
PRIMARY
2a: Dietary Intake: DHQ-III (Fiber)
16.94; 16.83; 18.38; 15.38; 18.98; 14.78 .145
PRIMARY
2b. Dietary Intake: DHQ-III (Fruits/Veg)
2.56; 2.93; 3.06; 4.23; 3.31; 2.17 .173
PRIMARY
2c. Dietary Intake: DHQ-III (Red Meat)
4.43; 3.49; 3.01; 4.90; 3.88; 4.04 .012 sig
PRIMARY
2d. Dietary Intake: DHQ-III (Processed Meat)
165.20; 133.88; 103.41; 195.66; 59.94; 239.14 .008 sig
PRIMARY
2e. Dietary Intake: DHQ-III (Added Sugars)
28.37; 24.53; 28.35; 24.55; 30.27; 22.62 <.001 sig
PRIMARY
2f. Dietary Intake: DHQ-III (Sodium)
730.13; 571.33; 647.89; 653.57; 663.92; 637.53 <.001 sig
PRIMARY
2g. Dietary Intake: DHQ-III (Fat)
9.27; 7.91; 9.05; 8.13; 9.86; 7.32 <.001 sig
PRIMARY
2h. Dietary Intake: DHQ-III (Sugar-Sweetened Beverages)
17.29; 17.39; 21.44; 13.24; 24.64; 10.04 .382
SECONDARY
Goal Salience
56.62; 53.35; 57.97; 53.99; 53.80; 58.16 <.001 sig
SECONDARY
Supportive Accountability
54.89; 44.23; 51.69; 47.42; 48.39; 50.73 .178
SECONDARY
Autonomous Motivation
6.32; 6.48; 6.34; 6.46; 6.43; 6.37 .081
SECONDARY
External Motivation
2.82; 2.75; 2.89; 2.68; 2.82; 2.75 .343
SECONDARY
Social Support (Encouragement)
14.05; 12.51; 13.64; 12.91; 13.31; 13.24 .369
SECONDARY
Social Support (Discouragement)
13.64; 13.37; 13.55; 13.46; 13.42; 13.59 .055
SECONDARY
Quality of Household Relationship
4.10; 4.41; 4.30; 4.21; 4.19; 4.32
SECONDARY
Weight History
11; 14; 16; 9; 12; 13
SECONDARY
Dietary Restraint
15.98; 14.71; 15.21; 15.49; 15.12; 15.57 .001 sig
SECONDARY
Uncontrolled Eating
20.03; 19.45; 19.47; 20.02; 19.37; 20.11 .079
SECONDARY
Emotional Eating
14.43; 12.94; 13.21; 14.14; 12.98; 14.36 .581
SECONDARY
Dietary Intake - FFQ (Guideline 1)
2.71; 2.58; 2.74; 2.56; 2.79; 2.51 <.001 sig
SECONDARY
Dietary Intake - FFQ (Guideline 2)
2.41; 2.10; 2.20; 2.30; 2.23; 2.28 <.001 sig
SECONDARY
Dietary Intake - FFQ (Guideline 3)
1.82; 1.98; 1.68; 2.12; 1.77; 2.02 <.001 sig
SECONDARY
Dietary Intake - FFQ (Guideline 4)
2.07; 2.21; 2.07; 2.16; 2.04; 2.19 <.001 sig
SECONDARY
Treatment Acceptability: 10 Weeks
47.51; 44.13; 46.25; 45.39; 44.87; 46.77
SECONDARY
Treatment Acceptability: 20 Weeks
47.71; 46.46; 48.31; 45.87; 48.51; 45.67
SECONDARY
Goals and Stages of Change- Household Member
69.76; 73.88
SECONDARY
Dietary Intake-household Member
2.78; 3.29; 2.49; 1.73; 2.24; 1.79 <.05 sig
SECONDARY
Treatment Acceptability - Household
45.00
SECONDARY
Dietary Intake- Household Member - FFQ (Guideline 1)
2.73; 3.38 .006 sig
SECONDARY
Dietary Intake - Household Member - FFQ (Guideline 2)
2.65; 1.71 <.001 sig
SECONDARY
Dietary Intake-household Member - FFQ (Guideline 3)
2.17; 1.67 .220
SECONDARY
Dietary Intake-household Member - FFQ - Guideline 4
1.75; 1.50 .623

Summary

Dietary intake is a powerful, modifiable factor that influences cancer risk. Unfortunately, most adults in the U.S. find it difficult to adhere to dietary guidelines for cancer prevention. One promising pathway for improving dietary adherence is to target grocery shopping habits, i.e., foods purchased for consumption at home. Two-thirds of daily food intake is sourced from or eaten in the home, so improving the quality of the home food environment should improve overall diet quality. When healthy foods are purchased and unhealthy foods are not, minimal self-control is needed to make healthy eating choices in the home. At the point of purchase, it is difficult to resist the temptation of palatable foods, but interventions might facilitate healthy choices by promoting dietary goal salience in real-time while grocery shopping, enhancing motivation to make and sustain changes to the diet, and increasing household support and accountability for healthy food purchasing. The proposed study will enroll adults who have low adherence to cancer prevention dietary recommendations. All participants will attend a nutrition education workshop conducted via Zoom. For 20 weeks, all participants also will receive once weekly reminders and recommendations for food purchasing via an app. The study will experimentally test four additional intervention components: location-triggered messages, coaching monitoring of food purchases, benefit of change content, and household member involvement. The preliminary aim of the study is to assess feasibility and acceptability of the intervention components. The primary aim of the study is to quantify the effect of each intervention component, individually and in combination, on dietary intake (assessed with 24-hour food recalls). The overarching goal of this project is to optimize this mHealth intervention, which can be tested in the future in a fully powered clinical trial.

Eligibility Criteria

Inclusion criteria

  • 18 years or older
  • Fluent in English
  • Low adherence to cancer prevention dietary guidelines, operationalized as a score of ≤ 2 out of 4 using the National Cancer Institute method for assessing adherence to World Cancer Research Fund/American Institute for Cancer Research (WCRF/AICR) lifestyle recommendations. This three-level scoring system (meeting/partially meeting/not meeting each recommendation) includes 4 items specific to diet. Participants must score equal or less than 2, meaning that they are fully meeting recommendations for no more than 2 of the 4 dietary recommendations.
  • Performs the majority of the household's food shopping, and do so at stores that can passively stream item-level data from a store loyalty card to the Information Machine API (e.g., Walmart, Target, ShopRite, Wegman's, etc.)
  • Has a smartphone with iOS or Android operating system that is compatible with the program app
  • Lives in a household with at least one other adult who consents to being randomized to possibly receive messages on his/her own cell phone through the program app

Exclusion criteria

  • Medical condition or psychiatric condition (e.g., active substance abuse, eating disorder) that may limit appropriateness of or ability to comply with program dietary recommendations
  • Planning to enroll in another lifestyle modification program in the next 6 months
  • Bariatric surgery history
  • Currently pregnant or breastfeeding or planning to become pregnant in the next 6 months
View full record on ClinicalTrials.gov →

Data sourced from ClinicalTrials.gov (NCT04947150). Outcome figures and adverse-event rates are extracted automatically from the registry's posted results and are provided for clinician reference, not as a substitute for the primary publication.

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