Evidence map›Paper›PMID 42410389›Full record

ArticleBMC public health2026

Starting, staying and succeeding: motivation, life aspirations and hobbies as possible predictors of progression through a real-world online weight loss program.

Emily Brindal, Paige G Brooker, Gilly A Hendrie

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Emily BrindalCSIRO Health & Biosecurity, Gate 13 Kintore Avenue, Adelaide, SA, 5000, Australia. emily.brindal@csiro.au.
Paige G BrookerCSIRO Health & Biosecurity, Gate 13 Kintore Avenue, Adelaide, SA, 5000, Australia.
Gilly A HendrieCSIRO Health & Biosecurity, Gate 13 Kintore Avenue, Adelaide, SA, 5000, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAutonomous motivation is widely considered important for behaviour change, particularly around longer term, goal-orientated pursuits such as weight management. Few studies have explored how motivation predicts progression in real-world weight management from initiation to weight loss.

methodsThe Diet Mindset Quiz was developed as a health promotion tool that captures aspects of motivation based on self-determination theory, as well as broader life aspirations and intrinsic motivators or hobbies. The Quiz is provided free on the CSIRO Total Wellbeing Diet (TWD) platform - which hosts the structured 12-week online weight loss program. The current analysis linked data from the Quiz with data from the TWD program to understand how motivational characteristics predicted three stages of progress in weight management: initiation (signing up), early behavioural commitment (staying for the full 12-week program) and early success (weight loss outcome). Regression analyses were used to compare those who started the TWD after completing the Diet Mindset Quiz and those who remained on the TWD for 12 weeks and the association between individual and motivational characteristics and weight loss.

resultsThe final dataset included 98,335 Australians classified as overweight or obese based on self-reported height and weight. The sample was mostly female (83.4%) and aged 51-70 years (48.4%). Of those who took the quiz, 11.1% (n = 10,808) went on to sign up to the TWD program and 5.3% (n = 5139) stayed on the program for the full 12-weeks. Overall, the models predicted small amounts of the stages considered (1-5%). Intrinsic life aspirations increased the probability of signing up to the TWD by 26%. Mentally-orientated hobbies (e.g., puzzles, brain training games) increased probability of remaining for 12 weeks by 32%. Greater autonomous and introjected motivation had very small association with an increased probability of initiating the program, but lower weight loss at 12 weeks.

conclusionsPredictive value of motivational constructs for stages of progression in weight loss was minimal. Within these, the small effects for autonomous motivation suggest a lack of practical implication. The measurement and timing of assessing motivation requires a skilful brush. Perhaps it is less important to understand initial motivations than to purposefully develop them.

Indexed as

Aspirations, PsychologicalMotivationObesityWeight Reduction ProgramsAustraliaFemaleHumansInternetMaleMiddle AgedOverweightWeight LossAspirationsBehavioural initiationMotivationSelf-determinationWeight loss

Identifiers

PMID42410389
PMCPMC13617706

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.