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| ID | Type | Description | Link |
|---|---|---|---|
| 5R00NR015106 | U.S. NIH Grant/Contract | View source |
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| Name | Class |
|---|---|
| National Institute of Nursing Research (NINR) | NIH |
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The purpose of this pilot randomized trial is to determine the effectiveness, feasibility, and acceptability of a mobile, semi-automated text message-based intervention (MILK) to prevent perceived low or insufficient milk supply (PIM) among mothers without prior breastfeeding experience. PIM is the leading cause of premature breastfeeding cessation, and prior work shows that it is often rooted in low breastfeeding self-efficacy and misconceptions about lactation physiology and trajectory. The MILK intervention is designed to address PIM, as well as other common breastfeeding problems via semi-automated text messages of prenatal and postpartum breastfeeding education and support. Messages are time-sensitive (e.g., specific to gestational age, time since delivery) and based on the Breastfeeding Self-Efficacy (Social Cognitive) Theory; they are also modeled from pilot work that investigated how first-time mothers view, manage and describe breastfeeding problems. Messages were vetted with clinical lactation experts, as well as pregnant and postpartum women with no other children.
The MILK intervention will be trialed against a control intervention group, who will receive general perinatal education through the national Text4Baby system. The investigators will recruit approximately 186 healthy, pregnant women at 13-25 weeks gestation from Magee Women's Hospital clinics and outpatient sites. Women will be randomized via computer-generated simple randomization to the experimental or control intervention. Both groups will receive text messages 3-5 times per week from week 25 of pregnancy through week 8 postpartum. Measured outcomes of interest will include perceived breast milk supply, breastfeeding confidence, maternal anxiety, breastfeeding exclusivity, and breastfeeding duration. Data will be collected at baseline (13-25 gestational weeks), 34-36 gestational weeks, and at 1, 2, 4, and 8 weeks postpartum via online survey or telephone call. To assess the potential longer-term impact of the intervention, breastfeeding continuation and exclusivity will be reassessed via telephone at 6 months postpartum. Between group and group x time differences in outcome measures will be examined graphically and via linear mixed modeling. To inform modifications to MILK, telephone interviews will be conducted with a subset of participants in each group to assess and compare intervention use, burdens and challenges, and suggested alterations (8 weeks).
The purpose of the MILK Trial is to examine and compare the effectiveness, feasibility, and acceptability of a semi-automated, text-based, theory-driven intervention ("MILK" intervention) to prevent perceived insufficient milk and its potential inter-related sequelae, including maternal anxiety and early breastfeeding cessation, among mothers without breastfeeding experience who intend to exclusively or nearly exclusively breastfeed. Specifically, the investigators will:
Determine the effect of the MILK intervention on perceived insufficient milk supply (PIM) and related maternal psychological and behavioral sequelae.
Compared to the control intervention group ("Text4Baby"), the investigators hypothesize that MILK participants will have a perception of greater breast milk volume/supply, higher self-reported breastfeeding confidence, lower anxiety scores, and longer duration of exclusive breastfeeding.
Assess the feasibility of a semi-automated text-based PIM intervention (MILK) for mothers.
The investigators will compare characteristics of women who are and who are not eligible for, chose to participate in, and complete this randomized pilot intervention study. The investigators will also conduct post-study individual interviews with mothers to determine how the interventions were used and perceived (e.g., burden, challenges).
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| MILK intervention group | Experimental | Semi-automated text messages sent to participants' cellular phones 3-5 times per week beginning Week 25 of pregnancy, through 8 weeks postpartum, specific to breastfeeding support and prevention of perceived insufficient milk supply. |
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| Text4Baby control intervention group | Active Comparator | Text4Baby automated texts sent to participants' cellular phones 3-5 times per week from Week 25 of pregnancy through the postpartum period from the national Text4Baby system. Messages provide general prenatal and postpartum support, including breastfeeding. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| MILK or Text4Baby text message intervention | Behavioral | MILK text message intervention encompasses prenatal and postpartum breastfeeding support and education text messages. Text4Baby text message intervention encompasses prenatal and postpartum text messages about pregnancy, infant care, and postpartum issues. |
| Measure | Description | Time Frame |
|---|---|---|
| Perception of Milk Supply | Assessed via the H & H Lactation Scale (21-item Likert scale) Used items 11-20 (the PIBSS (Perceived Infant Breastfeeding Satiety Subscale) and the MIBSS (Maternal-Infant Breastfeeding Satisfaction Subscale); each item score 1-7, with total possible summative score 10-70; higher scores indicative of better outcome (lowered perception of insufficient milk); items 12-15 reverse scored | 8 weeks postpartum |
| Measure | Description | Time Frame |
|---|---|---|
| Breastfeeding Self-efficacy | assessed via 14-item Breastfeeding Self-Efficacy Scale (Likert scale) Score range 14-70, with higher scores indicative of higher breastfeeding self-efficacy | 8 weeks postpartum |
| Maternal Anxiety and Depression |
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Inclusion Criteria:
Pregnant women who:
Exclusion Criteria:
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| Name | Affiliation | Role |
|---|---|---|
| Jill Demirci, PhD | University of Pittsburgh | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University of Pittsburgh | Pittsburgh | Pennsylvania | 15261 | United States |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 32347815 | Derived | Demirci JR, Suffoletto B, Doman J, Glasser M, Chang JC, Sereika SM, Bogen DL. The Development and Evaluation of a Text Message Program to Prevent Perceived Insufficient Milk Among First-Time Mothers: Retrospective Analysis of a Randomized Controlled Trial. JMIR Mhealth Uhealth. 2020 Apr 29;8(4):e17328. doi: 10.2196/17328. |
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Of 413 participants assessed for eligibility, 250 met eligibility criteria, agreed to participate, and were randomized to a treatment group.
Participants were recruited between February 2017 and May 2018 at prenatal visits at a single academic medical center. Recruitment also occurred through local print advertising, a University research registry, and social media. The first participant was enrolled on February 10, 2017, and the last participant was enrolled on May 14, 2018.
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| ID | Title | Description |
|---|---|---|
| FG000 | MILK Intervention Group | Semi-automated text messages sent to participants' cellular phones 3-5 times per week beginning Week 25 of pregnancy, through 8 weeks postpartum, specific to breastfeeding support and prevention of perceived insufficient milk supply. MILK or Text4Baby text message intervention: MILK text message intervention encompasses prenatal and postpartum breastfeeding support and education text messages. Text4Baby text message intervention encompasses prenatal and postpartum text messages about pregnancy, infant care, and postpartum issues. |
| FG001 | Text4Baby Control Intervention Group | Text4Baby automated texts sent to participants' cellular phones 3-5 times per week from Week 25 of pregnancy through the postpartum period from the national Text4Baby system. Messages provide general prenatal and postpartum support, including breastfeeding. MILK or Text4Baby text message intervention: MILK text message intervention encompasses prenatal and postpartum breastfeeding support and education text messages. Text4Baby text message intervention encompasses prenatal and postpartum text messages about pregnancy, infant care, and postpartum issues. |
| Title | Milestones | Reasons Not Completed | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overall Study |
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Measures with numbers analyzed less than the overall baseline numbers include all participants with data collected.
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| ID | Title | Description |
|---|---|---|
| BG000 | MILK Intervention Group | Semi-automated text messages sent to participants' cellular phones 3-5 times per week beginning Week 25 of pregnancy, through 8 weeks postpartum, specific to breastfeeding support and prevention of perceived insufficient milk supply. MILK or Text4Baby text message intervention: MILK text message intervention encompasses prenatal and postpartum breastfeeding support and education text messages. Text4Baby text message intervention encompasses prenatal and postpartum text messages about pregnancy, infant care, and postpartum issues. |
| Units | Counts |
|---|---|
| Participants |
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| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes |
|---|---|---|---|---|---|---|---|---|---|
| Age, Continuous | Mean |
| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | Perception of Milk Supply | Assessed via the H & H Lactation Scale (21-item Likert scale) Used items 11-20 (the PIBSS (Perceived Infant Breastfeeding Satiety Subscale) and the MIBSS (Maternal-Infant Breastfeeding Satisfaction Subscale); each item score 1-7, with total possible summative score 10-70; higher scores indicative of better outcome (lowered perception of insufficient milk); items 12-15 reverse scored | Not completed by participants who indicated they stopped breastfeeding prior to 8 weeks postpartum; if more than 2 items were not answered on scale, sum scale of score was not computed; if 2 items or less were missing, the missing item(s) score was computed with the mean item score for the scale | Posted | Mean | Standard Deviation | score on a scale | 8 weeks postpartum |
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From study enrollment at 13-25 weeks of gestation until conclusion of the intervention and data collection of primary aims at 8 weeks postpartum
Only reportable adverse events were collected/recorded for the study, and here we are only including reportable adverse events for maternal participants. Infants of participants are not included in numbers. Relevant to this, all-cause mortality does not include infants. As such, we report here that there were two infant deaths during the course of the study in the control group, and it was determined that they were unrelated to the study.
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | MILK Intervention Group | Semi-automated text messages sent to participants' cellular phones 3-5 times per week beginning Week 25 of pregnancy, through 8 weeks postpartum, specific to breastfeeding support and prevention of perceived insufficient milk supply. MILK or Text4Baby text message intervention: MILK text message intervention encompasses prenatal and postpartum breastfeeding support and education text messages. Text4Baby text message intervention encompasses prenatal and postpartum text messages about pregnancy, infant care, and postpartum issues. |
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| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Jill R. Demirci, PhD, RN, IBCLC | University of Pittsburgh | 412-648-9236 | jvr5@pitt.edu |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot_SAP_ICF | Yes | Yes | Yes | Study Protocol, Statistical Analysis Plan, and Informed Consent Form | Sep 12, 2018 | Feb 17, 2023 | Prot_SAP_ICF_000.pdf |
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| ID | Term |
|---|---|
| D001942 | Breast Feeding |
| ID | Term |
|---|---|
| D005247 | Feeding Behavior |
| D001519 | Behavior |
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| ID | Term |
|---|---|
| D008892 | Milk |
| ID | Term |
|---|---|
| D001628 | Beverages |
| D000066888 | Diet, Food, and Nutrition |
| D010829 | Physiological Phenomena |
| D003611 | Dairy Products |
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Lactation consultant providing assistance has no knowledge of group assignment. Statistician completing final analysis of data will be blinded to group assignment.
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3-item PRAMS (Likert scale for each item 1-5; summative score range 3-15, with higher score indicative of greater depression and/or anxiety)
| 8 weeks postpartum |
| Breastfeeding Continuation | whether participant is doing any breastfeeding at 8 week assessment; dichotomous (yes/no); count represents "yes," participants indicating they are doing any breastfeeding at 8 weeks; abstracted from survey item assessing all feeding method(s) at 8 weeks | 8 weeks postpartum |
| Breastfeeding Exclusivity | whether participant is feeding 100% breast milk; dichotomous (yes/no), count represents "yes", exclusive breastfeeding/100% breast milk; abstracted from survey item assessing all feeding method(s) at 8 weeks | 8 weeks postpartum |
| Infant demise |
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| BG001 | Text4Baby Control Intervention Group | Text4Baby automated texts sent to participants' cellular phones 3-5 times per week from Week 25 of pregnancy through the postpartum period from the national Text4Baby system. Messages provide general prenatal and postpartum support, including breastfeeding. MILK or Text4Baby text message intervention: MILK text message intervention encompasses prenatal and postpartum breastfeeding support and education text messages. Text4Baby text message intervention encompasses prenatal and postpartum text messages about pregnancy, infant care, and postpartum issues. |
| BG002 | Total | Total of all reporting groups |
| years |
|
| Sex: Female, Male | Count of Participants | Participants |
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| Ethnicity (NIH/OMB) | Ethnicity assessed at baseline with n=247 participants' data available | Count of Participants | Participants |
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| Race (NIH/OMB) | Race assessed at baseline with n=247 participants' data available | Count of Participants | Participants |
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| Region of Enrollment | Number | participants |
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| Married | marital status assessed at baseline with n=247 participants' data available | Count of Participants | Participants |
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| Education level | education assessed at baseline with n=247 participants' data available | Count of Participants | Participants |
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| Employed at enrollment | employment assessed at baseline with n=237 participants' data available | Count of Participants | Participants |
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| Special Supplemental Program for Women, Infants, and Children (WIC) recipient | WIC status assessed at baseline with n=246 participants' data available | Count of Participants | Participants |
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| Infant Feeding Intentions Scale Score at enrollment | Only items 3-5 included from Infant Feeding Intentions (IFI) Scale, as items 1-2 part of study eligibility (score range 0-12, with higher score indicative of stronger intention to exclusively breastfeed up to 6 months postpartum) | Scale administered at baseline with n=246 participants' data available | Mean | Standard Deviation | units on a scale |
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| Breastfeeding Self-Efficacy Scale (Short Form) Score Baseline | Score range 14-70, with higher scores indicative of higher breastfeeding self-efficacy | Scale administered at baseline with n=247 participants' data available | Mean | Standard Deviation | units on a scale |
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| Iowa Infant Feeding Attitude Scale | Score range 17-85, with higher scores indicative of more positive breastfeeding attitude | Scale administered at baseline with n=247 participants' data available | Mean | Standard Deviation | units on a scale |
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| OG001 | Text4Baby Control Intervention Group | Text4Baby automated texts sent to participants' cellular phones 3-5 times per week from Week 25 of pregnancy through the postpartum period from the national Text4Baby system. Messages provide general prenatal and postpartum support, including breastfeeding. MILK or Text4Baby text message intervention: MILK text message intervention encompasses prenatal and postpartum breastfeeding support and education text messages. Text4Baby text message intervention encompasses prenatal and postpartum text messages about pregnancy, infant care, and postpartum issues. |
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| Secondary | Breastfeeding Self-efficacy | assessed via 14-item Breastfeeding Self-Efficacy Scale (Likert scale) Score range 14-70, with higher scores indicative of higher breastfeeding self-efficacy | Not completed by participants who indicated they stopped breastfeeding prior to 8 weeks postpartum; if no answer provided for more than 2 items in scale, scale score not computed and considered missing data. If < 2 items on scale incomplete, mean individual score on the other items was imputed for the missing value | Posted | Mean | Standard Deviation | score on a scale | 8 weeks postpartum |
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| Secondary | Maternal Anxiety and Depression | 3-item PRAMS (Likert scale for each item 1-5; summative score range 3-15, with higher score indicative of greater depression and/or anxiety) | Not completed by participants who indicated they had stopped breastfeeding prior to 8 weeks postpartum | Posted | Mean | Standard Deviation | score on a scale | 8 weeks postpartum |
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| Secondary | Breastfeeding Continuation | whether participant is doing any breastfeeding at 8 week assessment; dichotomous (yes/no); count represents "yes," participants indicating they are doing any breastfeeding at 8 weeks; abstracted from survey item assessing all feeding method(s) at 8 weeks | Only includes participants with breastfeeding data available at 8 weeks (i.e., participants who completed breastfeeding survey item(s) at 8 weeks or indicated they stopped breastfeeding prior to 8 weeks); note that some participants do not have 8 week breastfeeding data or 8 week survey data, but went on to complete the study by completing subsequent study timepoints | Posted | Count of Participants | Participants | 8 weeks postpartum |
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| Secondary | Breastfeeding Exclusivity | whether participant is feeding 100% breast milk; dichotomous (yes/no), count represents "yes", exclusive breastfeeding/100% breast milk; abstracted from survey item assessing all feeding method(s) at 8 weeks | Only includes participants with breastfeeding data available at 8 weeks (i.e., participants who completed breastfeeding survey item(s) at 8 weeks or indicated they stopped breastfeeding prior to 8 weeks); note that some participants do not have 8 week breastfeeding data or 8 week survey data, but went on to complete the study by completing subsequent study timepoints | Posted | Count of Participants | Participants | 8 weeks postpartum |
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| 0 |
| 126 |
| 0 |
| 126 |
| 0 |
| 126 |
| EG001 | Text4Baby Control Intervention Group | Text4Baby automated texts sent to participants' cellular phones 3-5 times per week from Week 25 of pregnancy through the postpartum period from the national Text4Baby system. Messages provide general prenatal and postpartum support, including breastfeeding. MILK or Text4Baby text message intervention: MILK text message intervention encompasses prenatal and postpartum breastfeeding support and education text messages. Text4Baby text message intervention encompasses prenatal and postpartum text messages about pregnancy, infant care, and postpartum issues. | 0 | 124 | 0 | 124 | 0 | 124 |
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| D005502 |
| Food |
| D019602 | Food and Beverages |
| Unknown or Not Reported |
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| Native Hawaiian or Other Pacific Islander |
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| Black or African American |
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| White |
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| More than one race |
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| Unknown or Not Reported |
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| Bachelor's degree |
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| Postgraduate degree |
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