Feasibility of the LvL UP digital lifestyle coaching intervention designed to prevent non-communicable diseases and common mental disorders

J Jacqueline L. Mair A Ahmad I. Jabir A Alicia Salamanca-Sanabria O Oscar Castro S Shenglin Zheng R Roman Keller B Bea Franziska Frese C Chang Siang Lim A Aishah Alattas S Samarth Negi A Akshaye Shenoi R Rob M. van Dam E EShyong Tai E Elgar Fleisch F Florian von Wangenheim L Lorainne Tudor Car F Falk Müller-Riemenschneider T Tobias Kowatsch

Abstract

Abstract LvL UP is a smartphone-based lifestyle coaching intervention aimed at improving health behaviours, mental well-being, and preventing noncommunicable diseases and common mental disorders. It features a ‘talk and tools’ approach, combining automated health literacy coaching via conversational agent with digital tools such as journaling, life hacks, and slow-paced breathing exercises. An ‘in-the-wild’ mixed-methods study was conducted in Singapore to evaluate LvL UP’s feasibility and acceptability to inform a future definitive trial. The app was available on iOS and Android from March to August 2023 and was promoted through online and offline strategies. Data collection included in-app surveys, usage metrics, and interviews, summarised using descriptive statistics and template analysis. The app was downloaded 307 times. Data from 99 active users were analysed. Most users were female and aged 21–35 years with mild to moderate vulnerabilities in physical activity, diet, and depressive symptoms. Engagement was highest during the first eight days, with 9% remaining engaged for up to 50 days. Users rated technology acceptance highly, finding the app enjoyable, easy to use, and informative. Suggested improvements included streamlined onboarding, fixing bugs, shortening dialogues, and adding rewards. The findings support LvL UP’s feasibility and have informed enhancements for future trials.

Article Details

Volume / Issue Vol. 16, Issue 1
Published December 22, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (18)

J

Jacqueline L. Mair

A

Ahmad I. Jabir

A

Alicia Salamanca-Sanabria

O

Oscar Castro

S

Shenglin Zheng

R

Roman Keller

B

Bea Franziska Frese

C

Chang Siang Lim

A

Aishah Alattas

S

Samarth Negi

A

Akshaye Shenoi

R

Rob M. van Dam

E

EShyong Tai

E

Elgar Fleisch

F

Florian von Wangenheim

L

Lorainne Tudor Car

F

Falk Müller-Riemenschneider

T

Tobias Kowatsch