A Mobile Application for Early Detection and Symptoms Trajectories of Postpartum Depression Using Ecological Momentary Assessment (EMA)

Trial statusRecruiting
Trial phaseNot listed
Trial typeObservational
Biological sexFemale
Age18+
SponsorThe Hong Kong Polytechnic University

About this trial

This pilot study will recruit 120 perinatal pregnant women and follow them up for 6 months. Both momentary and retrospective assessments of emotional well-being and psychosocial factors will be conducted on a mobile application. We aim to understand the symptom trajectories and provide evidence for effective individualized interventions.

Eligibility criteria

This trial accepts healthy volunteers

Qualifiers

Pregnant women in their first and second trimesters.

Aged 18 years and older.

Able to read and understand Chinese

Own a smartphone with iOS or Android system.

Disqualifiers

Psychiatric diagnosis (e.g., schizophrenia, intellectual disability or mood disorders), comorbid brain conditions (history of epilepsy, stroke, or brain tumors), or learning disabilities.

Trial population

Perinatal women

Trial design

Design model

Cohort

Time perspective

Prospective

Treatments tested in this trial

  • Ecological momentary assessment and retrospective assessment

    Diagnostic test

    The intervention includes daily EMA components, and monthly retrospective assessments.

Treatment groups

120 Participants
are divided into 1 treatment group
Group A: Ecological momentary assessment group1 intervention

Trial outcomes

Primary outcomes

1

Ecological Momentary Questions (Mood)

Three momentary questions will be administered to assess participants' mood-two yes/no Whooley questions for depression, one question about anxiety, which questions will be mapped onto a five-point pictorial scale, ranging from 1 (lowest) to 5 (highest) points. The higher score means worse outcome.

Time frame
Three momentary assessments per day for five days in each month for 6 months, displayed randomly within each of the following intervals: 0900-1300, 1300-1800 and 1800-0000.
2

Edinburgh Postnatal Depression Scale (EPDS)

Measures postnatal depression. Each item scores 0-3, and the total score ranges from 0 (min) to 30 (max). Higher score means worse depressive symptoms.

Time frame
At the baseline and the end of each of the 6 months in the period.

Secondary outcomes

1

Ecological Momentary Questions (Lifestyle and Physical Wellbeing)

Three momentary questions will be administered to assess participants' sleep, exercise and physical pain/fatigue; they will be either mapped onto a five-point pictorial scale, ranging from 1 (min) to 5 (max) points (sleep) or presented using yes/no questions (exercise and physical pain/fatigue). For sleep, the higher score means better outcome.

Time frame
Three momentary assessments per day for five days in each month for 6 months, displayed randomly within each of the following intervals: 0900-1300, 1300-1800 and 1800-0000.
2

Ecological Momentary Questions (Contextual)

Two contextual questions will be administered to complement the momentary mood questions. They will assess participants' location and the activity in which they are engaged at the time they answer the six momentary questions.

Time frame
Three momentary assessments per day for five days in each month for 6 months, displayed randomly within each of the following intervals: 0900-1300, 1300-1800 and 1800-0000.
3

Depression Anxiety and Stress Scale 21 (DASS-21)

Measures stress symptoms. Each item scores 0-3, the total score for stress ranges from 0 (min) to 21 (max). Higher score means worse symptoms of stress.

Time frame
At the baseline and the end of each of the 6 months in the period
4

Post-study acceptance survey

A questionniare at the end of the six-month study period to assess the acceptability of the app to participants in the context of their prenatal and postnatal care and to collect feedback about their experience with the app.

Time frame
The survey will be conducted via online when the participants complete 6-month study.

Other outcomes

Sponsors and contacts

Click on the lead sponsor to view all of their trials.

The Hong Kong Polytechnic University

Lead sponsor

The University of Hong Kong

Collaborator