1. Evaluating Holly Health
- Author
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Chew, Jowinn
- Subjects
Social and Behavioral Sciences - Abstract
Overview and aims The Holly Health app and infrastructure helps individuals to prioritise, achieve and sustain small but influential daily health habits across exercise, sleep, mental health, and relationship with food, all from a psychological medicine perspective. The app and its recommendations (including habits, articles, challenges, reflective exercises) are personalised to each person, and adapt throughout the time they use the service. The aims of the study are to (1) evaluate the efficacy of the app on improving people’s attitude towards their health and food choices (measured via the health survey and food choice questionnaire), (2) test if outcomes differ between people who use the app ‘regularly’ vs. ‘occasionally’, (3) assess if people’s attitudes towards their health and food choices predicts life satisfaction (measured via the ONS-4), and (4) assess the acceptability of the Holly Health app (measured via retrospective questions). Materials The items are collected as follows: Health survey (administered at baseline, week 8 and week 12): 1. Physical activity How many hours a week do you do any type of moderate physical activity? (e.g., walking, swimming, running, cycling, yoga, etc) • I don't do any exercise • Less than 1 h/week • 1-2 h/week • 2-3 h/week • 3+ h/week 2. ONS-4: Scale from 0-10 (Personal wellbeing) Overall, how satisfied are you with your life nowadays? • 0=Not at all • 10= Completely Overall, to what extent do you feel that the things you do in your life are worthwhile? • 0=Not at all • 10= Completely Overall, how happy did you feel yesterday? • 0=Not at all • 10= Completely On a scale where 0 is “not at all anxious” and 10 is “completely anxious”, overall, how anxious did you feel yesterday? 3. Self-confidence How would you rate your self-confidence? • Very poor • Poor • Average • Good • Excellent 4. Relationship with food: Which of these statements best describes how you relate to food? • I tend to feel guilty when I eat certain foods, I try to restrict what I eat, and sometimes I end up overeating based on strong emotions • I see some foods as 'good' or 'bad' and I tend to base my eating choices on different diet programmes • I try to eat based on what I think is 'healthy' but it's not always possible • I often eat what I fancy but sometimes I feel guilty if I eat more than usual • Most of the time I base my eating choices on what I fancy and what makes me feel good 5. Energy levels: How would you rate your average energy levels on any given day? • I'm exhausted most of the time • I'm pretty tired most days • It varies quite a lot • I often feel I have enough energy throughout the day • My energy levels are great most of the time 6. Mindfulness: *(Item 7 of MAAS scale, validated questionnaire) How much do you relate to the following statement: “It seems I am “running on automatic,” without much awareness of what I’m doing” • Almost always • Very frequently • Sometimes • Very rarely • Almost never 7. Short vs long-term mindset: How much do you identify with the following statement when setting health and wellbeing goals: 'I tend to set short-term goals with big gains in mind. I usually lose motivation if I don't see results quickly' • A lot. That's me pretty much every time I set new health and wellbeing goals • Very much. Though sometimes I can keep going even if the results don't come as fast • Somewhat. My motivation varies based on why I started the goal in the first place • Not that much. Often I set health and wellbeing goals thinking of long-term outcomes • Not at all. Most of the time when I set health and wellbeing goals, I focus on the small steps to get there and my motivation doesn't usually depend on the outcome 8. Health mindset: When thinking about your health, which statement applies the most to you: • "I don't think about my health at all" • "I sometimes think about my health but I don't do anything to improve it" • "I think about my health and I do a few things on and off to improve it" • "I often think about my health and I do what I can to improve it" • "Everyday I think about my health and I take actions to improve it" 9. Self-kindness: *(Item 12 of Self-compassion scale, validated questionnaire) Please choose the answer that best describes how you feel: “When I’m going through a very hard time, I give myself the caring and tenderness I need” • Almost always • Very frequently • Sometimes • Very rarely • Almost never Food choice questionnaire (administered at baseline & week 8): Retrospective questions administered at weeks 8 and 12: 1. Using Holly: Have you been using the Holly Health app (at least once a week) in the last (x) weeks? • Yes • No 2. (If yes) Automatic habits: Have you started to do any of your habits automatically? That is, without relying on the app to remind you? • Yes • No 3. Usefulness: Overall, have you found Holly Health useful? • Yes • No 4. Feedback: Do you have any specific feedback you'd like to share about the app? • Free text In future, would you like to see more services like this provided by your local council? • Yes • No Do you have any feedback about taking part in this study so far? • Free text Retrospective questions administered at week 12 only: Acceptability: In general, how appropriate did you find the Holly Health service as a tool for older adults to keep up with their healthy ageing goals? • Not appropriate at all • Not very appropriate • Quite neutral • Very appropriate • Extremely appropriate How likely are you to recommend Holly Health to other people with similar health and wellbeing goals as you? • 1 (Not at all likely) • 2 • 3 • 4 • 5 (Extremely likely) Data analysis period: April 2023 to end of June 2023 or beyond. Analysis plan: For our main analyses, we will take data derived from baseline, 8 weeks, and 12 weeks (see Table below). Primary outcomes will be each subscale of the health survey (physical activity, self-confidence, relationship with food, energy, mindfulness, short- & long-term mindset, health mindset, and self-kindness). Physical activity, self-confidence, energy, mindfulness, health mindset, and self-kindness are coded as continuous data, and responses will be coded on a Likert scale rated from 0-5. Relationship with food & short- & long-term mindset are coded as categorical data, and responses will be coded on a Likert scales rated from 0-5 to indicate how likely an individual would endorse each statement after 8 weeks of using the app. Secondary outcomes will comprise of the ONS-4, food choice questionnaire, and retrospective questions. Wherever possible, bootstrapping approaches will be used to account for possible skews in data and outliers (see Efron, 1979; Sainani, 2012 for a full rationale of this approach). We will conduct the following planned analyses; 1. Zero order correlations will be undertaken to illustrate the relationships between all measures at each time point (baseline, week 8, week 12), and descriptive statistics will be provided. 2. To assess changes in scores on the health survey and food choice questionnaire compared to baseline, repeated measure t-tests will be carried out for all continuous data, and Chi-Square Goodness of Fit Tests will be carried out for all categorical data. We make no directional predictions around these analyses. 3. To assess the impact of ‘regular’ vs. ‘occasional’ use of the Holly Health app, t-tests will be carried out to assess differences in change scores on all measures between participants who answered ‘yes’ to using the app at least once a week vs those who don’t. A change score will be calculated by subtracting scores on each measure collected at baseline from those collected at 8 and 12 weeks. We make no directional predictions around these analyses. 4. To identify predictors of satisfaction (ONS-4), logistical regressions on the ONS-4 will be conducted at 8 and 12 weeks, predicted by scores on the health survey and food choice questionnaire (collected at baseline). We make no directional predictions around these analyses. 5. Descriptive statistics will be provided for responses to the retrospective questions Status at time of registration: • Ethics for secondary data analysis has been granted by LSBU University Ethics Panel (reference ETH2223-0097). • Anonymised data to be used in the proposed analysis has been transferred to the research team. No analysis has been conducted at the time of registration.
- Published
- 2023
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