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| Name | Class |
|---|---|
| Ministry of Health, Singapore | OTHER_GOV |
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The SMART app is a mobile application based psychosocial parenting intervention containing educational materials (articles, videos, audios, podcasts) on parenting, an integrated peer support chat function with experienced mothers and an integrated forum for interaction with other mother participants.
The goal of this interventional study is to test the effectiveness of a mobile-app health based intervention, SMART, mothers in the perinatal period.
The main questions this study aims to answer are:
Researchers will compare results with a control group that will undergo standard routine care.
This project aims to develop and evaluate a mobile-health application based Supporting at-risk Mothers across perinatal period: A Randomized controlled Trial (SMART) intervention on maternal outcomes such as maternal depression, anxiety and stress, parenting self-efficacy, help-seeking behaviour and attachment and interaction levels , newborn outcomes such as physical, social and emotional development as well as the cost-effectiveness of the intervention.
When compared with those in the control group receiving standard care:
A randomized controlled, two-group pre-test and repeated post-tests, experimental design will be used. Mothers will be randomly assigned to the intervention group, where they will receive the SMART intervention (Access to the mobile App from pregnancy till 6 months postpartum) which includes knowledge-based content with audio and video materials, a peer discussion forum with other mothers, online chat groups with peer volunteer who are experienced mothers plus the standard care. Peer volunteers will be recruited and their role is to provide support to the mother via a weekly chat with the mothers through the SMART application. The control group will receive the standard care provided by the hospitals and polyclinics. The effectiveness of SMART intervention will be measured based on the improvement of maternal depression (primary outcome), stress and anxiety, parenting self-efficacy in newborn care, social support received by mothers, mother-infant attachment, and interactions as well as newborn outcomes including physical, behavioral (social) and emotional development.
Newborn data such as baby gender, order of birth, baby weight and developmental milestones will be collected to examine their development.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Mothers using SMART app | Experimental | The intervention will be delivered via a mobile-based application, the SMART app. The intervention consists of educational material on parenting, pregnancy and managing emotional well-being that mothers are to engage in. Mothers will also participate in the forum with other mother participants. Mothers will also engage in the chat function with a peer volunteer who is an experienced mother. The app is accessible to the mother via the Android or iOS playstore and mother can access anytime in their convenience over 6 months. |
|
| Standard Care | No Intervention | This includes routine perinatal visits and check-ups at the hospital or polyclinic the mother is assigned to. |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Supporting at-risk Mothers Across perinatal period: a Randomized controlled Trial (SMART) mobile application | Behavioral | The intervention is delivered through the SMART mobile application. It contains educational information in audio, visual, article format; on parenting, pregnancy and managing emotional well-being. There is also a peer support feature where participants can speak to experienced mothers via the SMART app. There is also a forum feature where participants can interact with other mothers. |
| Measure | Description | Time Frame |
|---|---|---|
| Postnatal depression | Measured via the Edinburgh Postnatal Depression Scale, a 10-item self-reported questionnaire based on a 4-point Likert scale | Baseline and 6 month, 9month, 12month post childbirth |
| Measure | Description | Time Frame |
|---|---|---|
| Infant physical development | Measured via the Bayley Scale-4th edition | 1 month and 6 month at immediate post intervention |
| Infant cognitive development | Measured via the Bayley Scale-4th edition |
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Inclusion Criteria:
Exclusion Criteria:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Shefaly Shorey, PhD | Contact | 66011294 | nurssh@nus.edu.sg | |
| Lubna Shah, MA | Contact | 65163117 | nurlis@nus.edu.sg |
| Name | Affiliation | Role |
|---|---|---|
| Shefaly Shorey, PhD | National University of Singapore | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Alice Lee Centre for Nursing Studies, National University of Singapore | Recruiting | Singapore | 117597 | Singapore |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 42208363 | Derived | Shah L, Chua JYX, Aayisha A, Goh YS, Choolani M, Eriksson JG, Chee CYI, Chong SC, Mathews J, Lim LHK, Shen L, Morelius E, Shorey S. Supporting at-risk mothers across perinatal period: a randomized controlled trial' (SMART): A development study. Midwifery. 2026 May 20;160:104864. doi: 10.1016/j.midw.2026.104864. Online ahead of print. | |
| 41109313 |
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| ID | Term |
|---|---|
| D001008 | Anxiety Disorders |
| ID | Term |
|---|---|
| D001523 | Mental Disorders |
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Two-group parallel-armed randomized controlled trial with a pretest and repeated post-test experimental design
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| 1 month and 6 month at immediate post intervention |
| Infant emotional development | Measured via the Bayley Scale-4th edition | 1 month and 6 month at immediate post intervention |
| Anxiety | Measured via the State Trait Anxiety Inventory (STAI), a 40-item self-reported questionnaire based on a 4-point Likert scale | Baseline and 6 month, 9month, 12month post childbirth |
| Perceived stress | Measured via the Perceived Stress Scale-10 (PSS-10), a 10-item self-reported questionnaire on a 5 point Likert scale | Baseline and 6 month, 9month, 12month post childbirth |
| Perceived social support | Measured via the Perceived Social Support for Parenting (PSSP), a 10-item questionnaire on a 5-point Liker scale | Baseline and 6 month, 9month, 12month post childbirth |
| Maternal-infant bonding | Measured via the Maternal-Infant Bonding Scale (MIBS), an 8-item self-reported questionnaire on a 4-point Likert scale | 1 month, 6 month, 9 month and 12 month post childbirth |
| Parental satisfaction | Measured via the What Being the Parent of A Baby is Like (WPL), an 11-item self-reported questionnaire on a 9-point Likert scale | Baseline and 6 month, 9month, 12month post childbirth |
| Parental efficacy | Measured via a 10-item questionnaire on a 4-point Likert scale | Baseline and 6 month, 9month, 12month post childbirth |
| Objective stress | Measured via salivary cortisol biomarkers obtained through saliva samples | 1 month and 6 month at immediate post intervention |
| Emotional availability | Measured through the Emotional Availability Scale (EAS), a 5-dimension framework assessing both the parent and the infant via an observer. | 1 month and 6 month at immediate post intervention |
| Health services and utilization | Measured on the Questionnaire on health services and utilization (QHSU) | Baseline, 1 month, 6 month and 12month post childbirth |
| Infant Physical Development | Measured by the Ages and Stages Questionnaire-3 | 1 month, 6 month, 9 month and 12 month post childbirth |
| Infant Social Development | Measured by the Ages and Stages Questionnaire-3 | 1 month, 6 month, 9 month, 12 month post childbirth |
| Infant Social Development | Measured by the Brief-Infant and Toddle Social and Emotional Assessment (B-ITSEA) | 12 month post childbirth |
| Infant Social Development | Measured by the Bayley Scale-4th edition | 1 month and 6 month at immediate post intervention |
| Infant Emotional Development | Measured by the Brief Infant Toddler Social Emotional Assessment (B-ITSEA) | 12 month post childbirth |
| National University of Singapore | Recruiting | Singapore | 117597 | Singapore |
|
| Shah L, Aayisha, Goh YS, Choolani M, Eriksson JG, Chee CYI, Chong SC, Mathews J, Lim LHK, Morelius E, Shorey S. A Window Into Vulnerability and Support: At-Risk Mothers' Perinatal Experiences and Perspectives on mHealth-Based Care. J Adv Nurs. 2026 Jun;82(6):6557-6572. doi: 10.1111/jan.70292. Epub 2025 Oct 18. |