Evidence mapPaperPMID 41074113Full record

Trial reportBMC psychiatry2025

Digital positive affect intervention (PAI) versus self-monitoring placebo in the treatment of anxiety and depression: a two-arm randomized controlled trial (RCT).

Nur Hani Zainal, Sarah Josephine Rajendra, Natalia Van Doren, Alicia Salamanca-Sanabria, Joshua E Curtiss, Shian-Ling Keng

Registry-linked trialAbstract readRandomized Controlled TrialPragmatic Clinical Trial
In one paragraph

Trial report in BMC psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06978257 (Protocol of a Two-Arm Randomized Controlled Trial), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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.

NCT06978257 narecruitingnot on this map

Protocol of a Two-Arm Randomized Controlled Trial (RCT) of Digital Positive Affect Intervention Study

TypeinterventionalSponsorNational University of SingaporeRan2025 to 2029Enrolled2,400ConditionsMild to Moderate Anxiety and DepressionArmsDigital positive affect intervention (PAI), Self-monitoring intervention
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Trial
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

6 authors.

Nur Hani ZainalDepartment of Psychology, Faculty of Arts and Social Sciences Kent Ridge Campus, National University of Singapore, Block AS4, Office #03-25, 9 Arts Link, Singapore, 117570, Singapore. hanizainal@nus.edu.sg.
Sarah Josephine RajendraDepartment of Psychology, Faculty of Arts and Social Sciences Kent Ridge Campus, National University of Singapore, Block AS4, Office #03-25, 9 Arts Link, Singapore, 117570, Singapore.
Natalia Van DorenDepartment of Psychiatry and Behavioral Sciences, University of California at San Francisco, San Francisco, CA, USA.
Alicia Salamanca-SanabriaInstitute for Human Development and Potential (IHDP), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
Joshua E CurtissApplied Psychology Department, Northeastern University, Boston, MA, USA.
Shian-Ling KengSchool of Psychology, Sunway University, Selangor, Malaysia.

Funding

Substance Use Disorders Treatment/Services Research Training ProgramT32DA007250 · NIDA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · 1991 to 2025
$2.4M
National University of Singapore Presidential Young Professorship (PYP) Start-Up Grant and White Space FundNIDA NIH HHS T32 DA007250
6 · The paper itself

Abstract

backgroundAnxiety and depressive disorders are highly prevalent, common mental disorders globally, but access to efficacious, high-reach treatment remains scarce. Although digital cognitive-behavioral therapies (CBTs) demonstrate efficacy and scalability, they remain limited in enhancing positive affect (PA) and reward processing, which are core deficits underlying anhedonia, a key transdiagnostic symptom. This randomized controlled trial (RCT) evaluates a locally tailored, guidance-on-demand, low-intensity Digital Positive Affect Intervention (PAI) developed to improve positive valence systems while alleviating symptoms in adults and university students in Singapore.

methodsThis single-blind, two-arm, pragmatic RCT will recruit 1,200 community-dwelling adults with mild-to-moderate symptoms of anxiety or depression. Participants will be randomly assigned in a 1:1 allocation to either the Digital PAI or the Self-Monitoring Placebo as the placebo control across six weeks. Digital PAI comprises six weekly 30-minute self-guided online sessions coupled with thrice-daily ecological momentary interventions (EMIs) focusing on PA regulation. The Self-Monitoring Placebo offers non-therapeutic mood-tracking instructions three times daily. The same ecological momentary assessments (EMAs) are administered in both groups after each EMI prompt. Clinical outcome assessments are administered at baseline, mid-treatment (Week 3), post-treatment (Week 6), and 3-month, 6-month, and 12-month follow-ups. Primary outcomes are changes in anxiety and depression severity (Generalized Anxiety Disorder-7 [GAD-7] and Patient Health Questionnaire-9 [PHQ-9]). Secondary outcomes comprise anhedonia, emotion regulation, reward processing, and sleep quality. Randomly selected subsamples will provide wearable data. Analyses will harness multilevel modeling, generalized estimating equations, causal mediation, structural equation modeling, and precision medicine methods to evaluate treatment efficacy, change mechanisms, and moderators. DISCUSSION: This RCT examines the proximal (immediate) and distal (long-term) efficacy of a locally tailored PAI, aligned with cultural values and context, that combine PA improvement strategies with scalable digital delivery to integrate skills into daily routines and settings. It fills essential knowledge gaps in digital mental health research by addressing the positive valence system and incorporating prospective EMA and wearable assessments in real-time. If successful, the Digital PAI may inform stepped-care and stratified care models as well as AI-triaging approaches. These efforts may contribute to more extensive implementation of data-driven, patient-centered care in culturally diverse, resource-limited contexts.

trial registrationClinicalTrials.gov ID (NCT06978257) DATE OF

trial registrationApril 15, 2025 URL OF

trial registrationhttps://clinicaltrials.gov/study/NCT06978257 .

Indexed as

AnxietyAnxiety DisordersCognitive Behavioral TherapyDepressionDepressive DisorderAdultAffectDigital MediaEcological Momentary AssessmentFemaleHumansMaleSingaporeSingle-Blind MethodTreatment OutcomeYoung AdultAnhedoniaAnxietyDepressionDigital mental health interventionEcological momentary interventionPositive affect interventionPositive valence systemRandomized controlled trialSleepTransdiagnostic

Identifiers

PMID41074113
PMCPMC12512640

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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 Socratic graph.