NCT06597890

Brief Summary

The aim of the Move@NUS pilot study is to determine the feasibility of establishing a digital intervention cohort to monitor and improve the health and wellbeing of students by encouraging them to engage in healthy movement behaviours (i.e., physical activity, sleep, and limiting smartphone-based recreational screentime). The digital intervention cohort consists of:

  • 6-months of continuous monitoring of movement behaviours, wellbeing and related factors via an Apple Watch and repeated bursts of ecological momentary assessments (EMAs).
  • 3x embedded randomised controlled trials (RCTs) evaluating the efficacy of small-scale smartphone-based interventions designed to nudge participants toward participating in healthier movement behaviours.

Trial Health

35
At Risk

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Trial has exceeded expected completion date
Enrollment
150

participants targeted

Target at P75+ for not_applicable

Timeline
Completed

Started Sep 2024

Shorter than P25 for not_applicable

Status
not yet recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

August 30, 2024

Completed
10 days until next milestone

Study Start

First participant enrolled

September 9, 2024

Completed
10 days until next milestone

First Posted

Study publicly available on registry

September 19, 2024

Completed
5 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

February 28, 2025

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

February 28, 2025

Completed
Last Updated

September 19, 2024

Status Verified

September 1, 2024

Enrollment Period

6 months

First QC Date

August 30, 2024

Last Update Submit

September 12, 2024

Conditions

Keywords

smartphonesmartwatchApple Watchecological momentary assessment (EMA)ecological momentary intervention (EMI)mhealthdigital health

Outcome Measures

Primary Outcomes (6)

  • RCT 1. Sleep

    Sleep duration, as assessed via Apple Watch

    week 1 (pre-intervention), week 3 (intervention midpoint), week 5 (post-intervention), and continuously throughout the 6-month study

  • RCT 2. Physical activity

    Step counts, as assessed via Apple Watch

    week 6 (pre-intervention), week 8 (intervention midpoint), week 10 (post-intervention), and continuously throughout the 6-month study

  • RCT 2. Physical activity

    Flights of stairs climbed, as assessed via Apple Watch

    week 6 (pre-intervention), week 8 (intervention midpoint), week 10 (post-intervention), and continuously throughout the 6-month study

  • RCT 2. Physical activity

    Moderate-to-vigorous physical activity, as assessed via Apple Watch

    week 6 (pre-intervention), week 8 (intervention midpoint), week 10 (post-intervention), and continuously throughout the 6-month study

  • RCT 3. Screentime

    Screenshots of passively captured smartphone screentime data

    week 6 (pre-intervention), week 8 (intervention midpoint), week 10 (post-intervention), and continuously throughout the 6-month study

  • Wellbeing

    Mental wellbeing, WHO-5 Well-Being Index (WHO-5; World Health Organisation). Min value 0, max value 100; higher scores indicate greater wellbeing.

    Continuously over 6-months

Study Arms (9)

RCT 1 - group 1

EXPERIMENTAL

Sleep Hygiene Ecological Momentary Intervention (EMI)

Behavioral: educational content (sleep hygiene)Behavioral: sleep hygiene strategiesBehavioral: remindersBehavioral: review of behavioural goalBehavioral: goal setting

RCT 1 - group 2

EXPERIMENTAL

Personalised Sleep Guideline EMI

Behavioral: remindersBehavioral: review of behavioural goalBehavioral: educational content (sleep guidelines)Behavioral: comparison of current behaviour to ideal behaviourBehavioral: goal setting

RCT 1 - group 3

NO INTERVENTION

Control

RCT 2 - group 1

EXPERIMENTAL

Stair Climbing EMI

Behavioral: remindersBehavioral: review of behavioural goalBehavioral: comparison of current behaviour to ideal behaviourBehavioral: goal setting

RCT 2 - group 2

EXPERIMENTAL

Vigorous Intermittent Lifestyle Physical Activity (VILPA) EMI

Behavioral: remindersBehavioral: review of behavioural goalBehavioral: goal settingBehavioral: educational content (Vigorous Intermittent Lifestyle Physical Activity (VILPA))

RCT 2 - group 3

NO INTERVENTION

Control

RCT 3 - group 1

EXPERIMENTAL

Screentime Breaktime EMI

Behavioral: review of behavioural goalBehavioral: comparison of current behaviour to ideal behaviourBehavioral: screentime breaks

RCT 3 - group 2

EXPERIMENTAL

Screentime Goal EMI

Behavioral: remindersBehavioral: review of behavioural goalBehavioral: comparison of current behaviour to ideal behaviourBehavioral: goal setting

RCT 3 - group 3

NO INTERVENTION

Control

Interventions

app-based sleep hygiene-related educational content

RCT 1 - group 1

app-based self-selection of sleep hygiene strategies

RCT 1 - group 1
remindersBEHAVIORAL

daily reminders sent via push notifications

RCT 1 - group 1RCT 1 - group 2RCT 2 - group 1RCT 2 - group 2RCT 3 - group 2

app-based review of behavioural goal

RCT 1 - group 1RCT 1 - group 2RCT 2 - group 1RCT 2 - group 2RCT 3 - group 1RCT 3 - group 2

app-based educational content on recommended sleep guidelines

RCT 1 - group 2

use of smartwatch/smartphone data to assess current behaviour and compare it to ideal behaviour

RCT 1 - group 2RCT 2 - group 1RCT 3 - group 1RCT 3 - group 2
goal settingBEHAVIORAL

prompt participant to set a goal in relation to targeted behaviour

RCT 1 - group 1RCT 1 - group 2RCT 2 - group 1RCT 2 - group 2RCT 3 - group 2

app-based educational content on VILPA

RCT 2 - group 2

repeated daily reminders to break up screentime

RCT 3 - group 1

Eligibility Criteria

Age18 Years - 25 Years
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64)
Participants are eligible to join the study if they: * are enrolled in the first year of an undergraduate degree at the National University of Singapore, * own or use an Apple smartphone with a data plan, * are willing to download and use a smartphone app, and * have an Apple smartwatch (Series 6/SE or newer) and are willing to wear it continuously for the 6-month study duration. Participants will be excluded if they are: * pregnant, or * planning to be overseas for more than 6 weeks (per trip) during the upcoming semester.

Contact the study team to discuss eligibility requirements. They can help determine if this study is right for you.

Sponsors & Collaborators

MeSH Terms

Conditions

Sedentary BehaviorSleep DeprivationPsychological Well-Being

Interventions

Organizational Objectives

Condition Hierarchy (Ancestors)

BehaviorDyssomniasSleep Wake DisordersNervous System DiseasesNeurologic ManifestationsSigns and SymptomsPathological Conditions, Signs and SymptomsMental DisordersPersonal Satisfaction

Intervention Hierarchy (Ancestors)

Organization and AdministrationHealth Services Administration

Study Officials

  • Falk Müller-Riemenschneider, PhD

    National University of Singapore

    PRINCIPAL INVESTIGATOR

Central Study Contacts

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
DOUBLE
Who Masked
PARTICIPANT, OUTCOMES ASSESSOR
Purpose
PREVENTION
Intervention Model
PARALLEL
Model Details: 3x sequential 3-group randomised controlled trials (RCTs), embedded within the 6-month digital cohort study.
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Associate Professor

Study Record Dates

First Submitted

August 30, 2024

First Posted

September 19, 2024

Study Start

September 9, 2024

Primary Completion

February 28, 2025

Study Completion

February 28, 2025

Last Updated

September 19, 2024

Record last verified: 2024-09

Data Sharing

IPD Sharing
Will not share