The Philani MOVIE study: A cluster-randomized controlled trial of a mobile video entertainment-education intervention to promote exclusive breastfeeding in South Africa

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Study Justification:
– Rates of exclusive breastfeeding in South Africa are low and breastfeeding promotion is a national health priority.
– Mobile health and narrative entertainment-education are recognized strategies for health promotion.
– In-home counseling by community health workers (CHWs) is a proven breastfeeding promotion strategy.
– The study aims to evaluate the effectiveness of the MObile Video Intervention for Exclusive breastfeeding (MOVIE) program in promoting exclusive breastfeeding and generating a detailed understanding of the intervention’s impact.
Study Highlights:
– The study is a cluster-randomized controlled trial with a nested mixed-methods evaluation.
– The MOVIE intervention consists of 13 short educational videos created in collaboration with community members and local stakeholders.
– The intervention is delivered by mentor-mothers, CHWs employed by the Philani Maternal Child Health and Nutrition Trust.
– The primary outcomes of the study are exclusive breastfeeding at 1 and 5 months of age.
– Secondary outcomes include other infant feeding practices and maternal knowledge.
– The study will provide insights into the effectiveness of video-based, entertainment-education interventions delivered by CHWs.
Study Recommendations:
– The findings from the study can inform the scale-up of mobile video health interventions in South Africa and the wider sub-Saharan region.
– The study can guide the routine adoption of the MOVIE intervention and the development of other entertainment-education interventions for health promotion in under-resourced settings.
Key Role Players:
– Mentor-mothers (CHWs) employed by the Philani Maternal Child Health and Nutrition Trust.
– Department of Health officials.
– Representatives from governmental, non-governmental, and UN agencies.
– Health staff employed by Philani.
– Film producers, graphic designers, and marketing specialists.
– Donors and academic faculty experts.
Cost Items for Planning Recommendations:
– Development and production of the educational videos.
– Training and capacity building for mentor-mothers.
– Data collection and analysis.
– Communication and dissemination of study findings.
– Monitoring and evaluation of the intervention.
– Administrative and logistical support.
– Compensation for study participants.
– Oversight by a data and safety monitoring board.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is strong, but there are some areas for improvement. The study design is a cluster-randomized controlled trial, which is a robust method. The study aims to measure the effect of a mobile video intervention on exclusive breastfeeding and other infant feeding practices. The primary outcomes are clearly defined, and the study will collect both quantitative and qualitative data. The study also includes a nested mixed-methods evaluation to understand the context and mechanisms of change. However, the abstract could be improved by providing more details on the sample size calculation, statistical analysis plan, and potential limitations of the study.

Background: In South Africa, rates of exclusive breastfeeding remain low and breastfeeding promotion is a national health priority. Mobile health and narrative entertainment-education are recognized strategies for health promotion. In-home counseling by community health workers (CHWs) is a proven breastfeeding promotion strategy. This protocol outlines a cluster-randomized controlled trial with a nested mixed-methods evaluation of the MObile Video Intervention for Exclusive breastfeeding (MOVIE) program. The evaluation will quantify the causal effect of the MOVIE program and generate a detailed understanding of the context in which the intervention took place and the mechanisms through which it enacted change. Findings from the study will inform the anticipated scale-up of mobile video health interventions in South Africa and the wider sub-Saharan region. Methods: We will conduct a stratified cluster-randomized controlled trial in urban communities of the Western Cape, to measure the effect of the MOVIE intervention on exclusive breastfeeding and other infant feeding practices. Eighty-four mentor-mothers (CHWs employed by the Philani Maternal Child Health and Nutrition Trust) will be randomized 1:1 into intervention and control arms, stratified by neighborhood type. Mentor-mothers in the control arm will provide standard of care (SoC) perinatal in-home counseling. Mentor-mothers in the intervention arm will provide SoC plus the MOVIE intervention. At least 1008 pregnant participants will be enrolled in the study and mother-child pairs will be followed until 5 months post-delivery. The primary outcomes of the study are exclusive breastfeeding at 1 and 5 months of age. Secondary outcomes are other infant feeding practices and maternal knowledge. In order to capture human-centered underpinnings of the intervention, we will conduct interviews with stakeholders engaged in the intervention design. To contextualize quantitative findings and understand the mechanisms through which the intervention enacted change, end-line focus groups with mentor-mothers will be conducted. Discussion: This trial will be among the first to explore a video-based, entertainment-education intervention delivered by CHWs and created using a community-based, human-centered design approach. As such, it could inform health policy, with regards to both the routine adoption of this intervention and, more broadly, the development of other entertainment-education interventions for health promotion in under-resourced settings. Trial Registration: The study and its outcomes were registered at clinicaltrials.gov (#NCT03688217) on September 27th, 2018.

This study will be conducted within the under-resourced settlements of the Western Cape Province in South Africa. In 2010, the infant mortality rate in the Western Cape was reported to be 25 per 1000 live births [43]. A 2014 study of under-resourced communities in the Western Cape, found the EBF rate to be only 6% [44]. Operating within these communities (see Fig. 1), the Philani Maternal Child Health and Nutrition Trust [37] is a non-government organization serving approximately 100 under-resourced neighbourhoods. The Philani Mentor Mother Outreach Program is focused on improving child health outcomes through the deployment of “mentor-mother” CHWs. Mentor-mothers are identified as positive role models within their communities, after they have demonstrated success in raising healthy families despite resource shortages. Once recruited, mentor-mothers complete a standardized training program for delivering in-home health promotion counselling services within their communities. Among other health-promotion tasks, Philani mentor-mothers are trained to monitor growth, counsel parents around proper nutrition and refer sick family members to the nearest clinic when necessary. These mentor-mothers promote a variety of health behaviours, including those related to HIV-prevention, breastfeeding, child nutrition, growth and development [37, 45, 46]. Regions of Operation of the Philani Maternal Child Health and Nutrition Trust, Western Cape, South Africa. (Illustrations by Shân Fischer. Map data© 2018 Google and© 2018 AfriGIS (Pty) Ltd.) The Philani MOVIE intervention consists of 13 short, (2-5 min.) educational videos created over the course of 10 months in collaboration with community members and local stakeholders in maternal-child health. The health messaging in each video is closely aligned with the most recent WHO recommendations for infant feeding and narrated in English and isiXhosa, the languages spoken most widely among the study participants. The videos use simple syntax, avoiding medical jargon. Table 1 summarizes the video topics included in the Philani MOVIE intervention. Philani MOVIE video topics A human-centered design approach was applied during the development of the intervention. Formative feedback was solicited from end-users within the target audience as well as experts in multiple disciplines, including community medicine, academia, public health, media marketing and the performing arts. Scripts were collaboratively edited by content experts, who worked in parallel using Google Drive to allow for reliable version control. Early drafts of videos were then shared via WhatsApp with community members, most of whom did not use email regularly, informing a process of Rapid Iterative Testing and Evaluation [47, 48]. Feedback from community members was gathered via WhatsApp and during face-to-face “bodystorming” (physical brainstorming) sessions [47, 49] in which mentor-mothers tested the intervention through role-play activities involving mock-counseling sessions. Feedback was synthesized on a rolling basis, informing multiple iterations of the content. In this way, the health messages, language, illustrations, characters, color palate, narrative delivery style, logo and soundtrack were collaboratively and iteratively finalized over the 10-month content creation period. Key health and motivational messages were interwoven with animations created by local artists and underscored by the narratives of community mothers and South African celebrity mothers. Both community members and media marketing experts emphasized the importance of representing and celebrating South Africa’s diverse ethnic profile. This feedback shaped production decisions about both the illustrations included in the intervention and the profiles of the mothers featured in the intervention video footage. The trailer for the series can be previewed here https://youtu.be/1sss8ViPKJo [50]. Our study is a cluster-randomized controlled trial with baseline covariate adjustment and stratification [51] (See Fig. ​Fig.1).1). The randomization unit is the mentor-mother. Each mentor-mother will enroll several pregnant women over the course of the trial. We conducted analyses of routine program data from these mentor-mothers and found that, among a range of available covariates, the only significant predictor of EBF was the type of neighborhood in which the mentor-mother lived and performed her health promotion duties. These neighborhood types include: informal, formal and mixed neighborhoods. We thus decided to stratify the randomization according to neighborhood type, to ensure balance of intervention versus control assignment by this covariate. Based on the existing literature [11, 52–59], we also expected that the following covariates would be associated with the primary outcome measure: To further increase the statistical efficiency of our analysis, we thus decided to measure these covariates at baseline and adjust for them in our primary analyses, in addition to baseline neighborhood type. Randomization of the mentor-mothers was performed, using a computer-generated random allocation sequence, by faculty at Heidelberg University, Germany. The allocations were then transferred by email to Philani for implementation. Cluster randomization was preferred over individual randomization in this trial because each mentor-mother is responsible for counseling pregnant women within her neighborhood, making individual participant randomization logistically impossible without disrupting existing protocols. Our sample size calculation was based on the primary outcomes: EBF at 1 and 5 months of age. We performed the calculations using standard methods for cluster-randomized controlled trials with baseline covariate adjustment and stratification [60]. The randomization units were the mentor-mothers. We assumed an intra-cluster correlation of our two primary outcomes of 0.1 [61]. We used routine program data describing the performance of the 84 mentor-mothers who will participate in this trial to inform our power calculation. Based on this data, and a range of other data sources on breastfeeding in South Africa [6–8, 36, 57, 62, 63], we assumed that 40% of mothers exclusively breastfed their infants at 1 month of age and 10% of mothers exclusively breastfed their infants at 5 months of age. Assuming a correlation between the baseline measurements and the primary outcome of 0.30 and an average enrolment of 12 pregnant women per mentor-mother over the course of this study, we estimated that at the 5% significance level the trial would have 80% power to detect a 13-percentage point increase in EBF at 1 months of age and a 9-percentage point increase in EBF at 5 months of age. This minimal detectable difference met our condition for policy relevance (an improvement of more than 15 percentage points). We thus set the total sample size for outcome assessment at 840 pregnant women plus 20% (to allow for loss to follow-up), i.e. 1008 pregnant women. Figure 2 illustrates the trial design. Trial Design for the Philani MObile Video Intervention for Exclusive breastfeeding (MOVIE) Study The outcome measures in this trial are based on the most recently published WHO indicators for the study of feeding practices in infants [64] and the most recent national infant feeding data for South Africa [7]. The primary outcomes will be short-term EBF (at 1 month) and long-term EBF (at 5 months). Primary outcomes will be measured using both point-in-time (24-h recall) and life-long (since birth) data, as recommended in the literature [65]. Primary outcomes data will be collected via tablet-based questionnaires and verified by follow-up telephone surveys, administered within one week of each tablet-based survey. Secondary outcomes will include a) early initiation of breastfeeding (< 1 h after delivery, measured by recall on tablet-based survey at 1 month and verified by follow-up phone survey), b) any breastfeeding at 1 and 5 months (based on 24-h recall on tablet-based survey and verified by follow-up phone survey), c) bottle-feeding (based on 24-h recall on tablet-based survey and verified by follow-up phone survey), early introduction of complementary foods at 1 and 5 months (based on 24-h and since-birth recall, measured by phone surveys) and maternal knowledge at 1 and 5 months (measured by phone surveys). Table 2 summarizes the quantitative outcomes that will be examined in this trial. Outcomes for the Philani MOVIE trial Two qualitative components will be nested within this RCT in order to capture the human-centered design process of the intervention development, contextualize the results of the trial and understand the mechanisms through which the MOVIE enacted change. The qualitative methods used in this study will include in-depth interviews (IDIs) and focus group discussions (FGDs). Sampling for both qualitative study components will be purposive [66] and, to the extent possible given financial and logistical constraints, qualitative data collection will continue until saturation and redundancy are reached [67, 68]. All qualitative research assistants will work under the direct supervision of the research team and will be trained on qualitative methods. Data will be collected in a language of the respondents choosing and following informed consent. As soon as possible following the conclusion of a qualitative data collection activity, debriefings between qualitative research assistants and the study lead(s) will occur [69]. Debriefings will allow the study lead(s) to gain rapid insights into the content of data and strengthen not only the skills of data collectors but also the quality and trustworthiness of data in real-time [69]. All qualitative data will be tape-recorded, transcribed, translated into English as necessary, and quality checked for consistency and accuracy. IDIs will be conducted with stakeholders engaged in the design of the MOVIE intervention from concept generation to early prototyping to final refinement. Stakeholders will include those whose insights effectively shaped the content and delivery of the intervention including: Department of Health officials, representatives from governmental, non-governmental and UN agencies, health staff employed by Philani, film producers, graphic designers, marketing specialists, donors and academic faculty experts. Sampling for IDIs will be done via the snowball method wherein the study team will approach the Department of Health and key programmatic personnel engaged in the conception and development of the MOVIE intervention videos. These individuals will assist the research team in identifying initial respondents. These initial respondents will then be asked to assist in the identification of other respondents, who might facilitate an understanding of how and why the intervention was modified and refined in the course of video development. FGDs will be conducted with mentor-mothers following analysis of the quantitative data as a means to “explain” and thus to better interpret the quantitative results [70]. FGDs will serve as an opportunity to explore the heterogeneity in effects we expect to observe across mentor-mothers and the communities they serve, and to capture information about contextual elements that foster or hinder change. This information may prove particularly informative in the context of a later national rollout, wherein knowledge about the conditions and characteristics necessary to produce change will be actively sought. The type of purposive sampling to be employed will be criterion sampling wherein characteristics that emerge as relevant based on the quantitative results (such as mentor-mother age, place of residence or years of service) will shape the nature of the sample for the qualitative study [66]. Mentor-mothers in both the intervention and control groups will undergo training on how to obtain written, informed consent, record baseline variables and collect data on infant feeding practices directly on their tablets. This data will be collected as close as possible to the 1 month and 5 months post-delivery timepoints, (+/− 2 weeks) via infant feeding questionnaires. These questionnaires have been translated into isiXhosa and audio-recorded to help overcome literacy barriers. They will be filled out directly on the tablets by the participants. To standardize the collection of data, all 84 mentor-mothers will carry tablets with the infant feeding questionnaires for the duration of the study period. Only half [42] of the tablets will be loaded with the Philani MOVIE video intervention. All mentor-mothers will be trained on how to charge, use, troubleshoot and care for their tablets. These tablets are 8″ Android devices with 16GB of storage. The videos can be played offline and questionnaires completed and stored on the tablets while a mentor-mother is conducting home-visits in areas without internet access. Once the mentor-mother re-connects to the internet, all completed questionnaires will automatically be forwarded to the local research staff, based in Cape Town, for de-identification, cleaning and analysis. Each tablet-based survey will be followed, within one week, by a phone-based survey conducted by Social Surveys, a professional telephone research company, located in South Africa. The use of telephone surveys for verification and follow-up after initial face-to-face interviews has demonstrated significant benefits. A dual sampling frame approach (using a combination of face-to-face and telephone interviews) has been recommended for such surveys, particularly for low-income and educationally under-resourced respondents [71–73]. Computer-assisted telephone interviewing (CATI) will also be employed to enhance accuracy of data collection and reporting. All data will be de-identified by local research staff in South Africa and carefully stored in the locked, secure offices of the local research team. Only de-identified data will be shared with collaborating research partner institutions for data analysis purposes. Mentor-mothers in the intervention group will receive additional training on how to deliver the Philani MOVIE videos, which are designed in a modular fashion such that they can be viewed in any order, and thus tailored to the needs of the participant. Video sequencing decisions will be made by the mentor-mothers, who are trained by Philani to facilitate close alignment between health messages delivered during home-visits and the individual needs of each participant at each home visit and perinatal stage. Mentor-mothers in the intervention group will be instructed to administer each of the 13 intervention videos at least once to each participant during the study period. Video views will be tracked directly on the tablets and recorded on a paper-based tracking form by the mentor-mothers. The Philani MOVIE intervention will be delivered in parallel to the Standard Philani Perinatal Counseling Program (SoC), which includes counseling on infant feeding (see Table 3). Topics Addressed in Standard Philani Infant Feeding Counseling Sessions Participants in the trial will be 84 clusters of consenting, adult, pregnant clients (at least 1008 participants aged 18 years or more), living within the neighborhoods of 84 resident mentor-mothers and enrolled in the Philani Mentor Mother Outreach Program. Philani mentor-mothers are assigned to work only in the neighborhoods in which they live, resulting in 84 clusters of participants. Mentor-mothers with less than 6 months of experience and participants under 18 years of age will be excluded from the study. Based on Philani estimates, each mentor-mother typically identifies and enrolls 2–3 pregnant women per month within her neighborhood. Study participants will be enrolled on an ongoing basis until 1008 participants are enrolled. Written, informed consent will be collected from all study participants by a trained mentor-mother, prior to the collection of any data. Participants will be made aware that they have the right to withdraw from the study at any time. The study will conclude when the babies born to the enrolled participants during the study period have reached 5 months of age. Eligible pregnant participants will be recruited after their 20th week of pregnancy. End-line focus group participants will be the 42 mentor-mothers randomized to the intervention arm of the study. These mentor-mothers will be invited to take part in this explanatory, qualitative portion of the study after they have gained experience administering the Philani MOVIE intervention for 12 months. IDI participants will be consenting participants from the group of content experts, local stakeholders and community members who participated in the Philani MOVIE content creation process. Interviews will be conducted with experts in community medicine, academia, public health, media marketing and the performing arts, as well as the community mothers who helped to create the intervention and are representatives of its target audience. Our primary analysis will be based on intention-to-treat (ITT) at the unit of the individual newborn/individual mother, with standard errors adjusted for clustering at the level of the unit of randomization, i.e., the mentor-mothers. We will adjust for baseline neighborhood type in addition to the six additional baseline covariates described above (participant’s number of previous children, participant’s age, running water in the home, electricity in the home, participant’s employment status, and participant’s education level). We will use mixed-effects generalized linear models for our primary analysis, using a fixed effect for the assignment to treatment vs. control arm and a random effect for mentor-mother. In particular, we will use modified Poisson models (generalized linear models with Poisson distribution and a logarithmic link function), for our binary outcomes, i.e., the primary outcome, as well as secondary outcomes 1–6 (see Table ​Table1).1). We chose modified Poisson models because they generate estimates of risk ratios (and thus avoid the well-known interpretational difficulties associated with odds ratios) and because they converge more easily than alternative models that generate risk ratios (such as binomial models) [74]. For the continuous secondary outcomes (outcomes 11 and 12 – see Table ​Table1),1), we will use generalized linear models with Gaussian distribution and identity link function. Debriefings following the conclusion of a qualitative data collection activity will corroborate and refine a template for thematic analysis [69]. In line with an underlying Grounded Theory approach, analysis will begin with a first reading of debriefing notes and transcripts to acquire familiarity with the data by the qualitative research team [75]. Categories and sub-categories will be developed, modified and expanded upon based on themes that emerge as analysis proceeds. An initial phase of open, inductive coding on a selection of rich, diverse and representative transcripts will be conducted. As new themes and theories emerge in the data, the research team will test theoretical notions and revisit earlier transcripts and debriefing notes in order to build a theory [75]. This analysis will be supported with software such as NVivo [76, 77]. In line with the principles of Grounded Theory, an extended literature review will follow the completion of coding [75]. This work rests upon the theoretical underpinnings of the Elaboration Likelihood Model (ELM) [78], which suggests that there are two contributing pathways to achieving the changes in attitude that predict a desired behavioral outcome such as EBF. The first “central route” is influenced by the learner’s motivation and ability to cognitively process the information presented (ie: the health benefits of EBF). This can be influenced by factors such as the length of the content and the degree to which the language used is understood by the learner. The second “peripheral route” relies on cues embedded in the method of information delivery that contribute to its relative acceptability to the learner. Positive, peripheral cues, such as the learner’s subjective evaluation of the person delivering the information or the learner’s emotional involvement in the content, lead to peripheral attitude changes which, while less enduring than central attitude changes, can positively influence the learner’s motivation to process the messaging via the central route [78]. Both ELM and a variation on this model, called the extended Elaboration Likelihood Model (eELM) have been used to explain the efficacy of entertainment-education in changing leaner attitudes and behaviors in response to health messages and other types of persuasive messages [16, 19, 79]. According to the eELM model, effectively designed messages, containing positive peripheral cues, can reduce resistance to attitude changes (counter-arguing), when the learner is “transported” (engaged) in the narrative or identifies with its characters. This identification can be empathic or cognitive, through perceived similarity or wishful identification (a desire to emulate the characters featured). This model even suggests that the imagined “pseudo relationships” than can develop between viewers in the general public and on-screen celebrities, can be harnessed as a powerful peripheral cue to enhance attitude change in persuasive messaging [79]. Fig. 3 illustrates the intersecting theories of change on which our intervention is grounded. Intersection of the Elaboration Likelihood Model (ELM) and the extended ELM (eELM) theoretical models with desired long-term health outcomes This study will benefit from oversight by a data and safety monitoring board (DSMB), which will consist of a senior biostatistician, a senior local health systems researcher and a professor of pediatrics and health policy with expertise in primary care and health outcomes research. The DSMB will meet twice per year. It will evaluate the study progress and provide guidance on study continuation and any potential changes in study conduct in the case of unexpected events or operational difficulties.

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The Philani MOVIE study is an innovative cluster-randomized controlled trial that aims to improve access to maternal health by promoting exclusive breastfeeding in South Africa. Here are some key innovations and recommendations from the study:

1. Mobile Health (mHealth): The study utilizes mobile technology, such as tablets, to deliver educational videos and collect data. This allows for easy access to information and efficient data collection in under-resourced settings.

2. Entertainment-Education Approach: The intervention uses narrative storytelling and entertainment to engage and educate mothers about exclusive breastfeeding. The videos are designed to be culturally relevant and relatable, featuring local artists and community mothers.

3. Community Health Workers (CHWs): Mentor-mothers, who are CHWs employed by the Philani Maternal Child Health and Nutrition Trust, play a crucial role in delivering the intervention. They receive training on how to administer the videos and provide in-home counseling to pregnant women.

4. Human-Centered Design: The intervention was developed using a human-centered design approach, which involved gathering feedback from end-users and experts in various fields. This iterative process ensured that the intervention was tailored to the needs and preferences of the target audience.

5. Mixed-Methods Evaluation: The study includes both quantitative and qualitative components to evaluate the impact of the intervention. Quantitative data is collected through tablet-based questionnaires, while qualitative data is gathered through interviews and focus group discussions. This comprehensive evaluation provides a deeper understanding of the intervention’s effectiveness and the mechanisms through which it brings about change.

These innovations and recommendations can be used to inform the development and implementation of similar interventions to improve access to maternal health in other under-resourced settings.
AI Innovations Description
The recommendation to improve access to maternal health is the implementation of the Philani MOVIE study, which is a cluster-randomized controlled trial of a mobile video entertainment-education intervention to promote exclusive breastfeeding in South Africa. This intervention aims to address the low rates of exclusive breastfeeding in the country by utilizing mobile health and narrative entertainment-education strategies. The study will be conducted in under-resourced settlements in the Western Cape Province of South Africa, where rates of exclusive breastfeeding are particularly low.

The intervention involves the use of 13 short educational videos created in collaboration with community members and local stakeholders. The videos are narrated in English and isiXhosa, the languages spoken most widely among the study participants. The content of the videos aligns with the most recent WHO recommendations for infant feeding and avoids medical jargon. The videos incorporate animations created by local artists and feature narratives from community mothers and South African celebrity mothers. The intervention was developed using a human-centered design approach, with feedback and input from end-users and experts in various fields.

The study will be a cluster-randomized controlled trial, with mentor-mothers (community health workers employed by the Philani Maternal Child Health and Nutrition Trust) randomized into intervention and control arms. Mentor-mothers in the intervention arm will provide standard of care perinatal in-home counseling along with the MOVIE intervention, while mentor-mothers in the control arm will provide standard of care counseling only. The primary outcomes of the study are exclusive breastfeeding at 1 and 5 months of age, with secondary outcomes including other infant feeding practices and maternal knowledge.

To capture the human-centered underpinnings of the intervention and understand the mechanisms through which it enacted change, the study will also include qualitative components such as interviews with stakeholders involved in the intervention design and focus group discussions with mentor-mothers.

The study will provide valuable insights into the effectiveness of a video-based, entertainment-education intervention delivered by community health workers in improving exclusive breastfeeding rates. The findings from this study can inform health policy and the development of similar interventions for health promotion in under-resourced settings.
AI Innovations Methodology
The Philani MOVIE study aims to improve exclusive breastfeeding rates in South Africa through a mobile video entertainment-education intervention. To simulate the impact of this intervention on improving access to maternal health, a cluster-randomized controlled trial will be conducted. Here is a brief methodology to simulate the impact:

1. Study Design: The trial will be a stratified cluster-randomized controlled trial conducted in urban communities of the Western Cape. Mentor-mothers will be randomized into intervention and control arms, with mentor-mothers in the control arm providing standard of care perinatal in-home counseling, and mentor-mothers in the intervention arm providing standard of care plus the MOVIE intervention.

2. Sample Size Calculation: The sample size calculation is based on the primary outcomes of exclusive breastfeeding at 1 and 5 months of age. The trial aims to detect a 13-percentage point increase in exclusive breastfeeding at 1 month and a 9-percentage point increase at 5 months. The total sample size for outcome assessment is set at 1008 pregnant women.

3. Data Collection: Data on exclusive breastfeeding and other infant feeding practices will be collected through tablet-based questionnaires administered by mentor-mothers. Follow-up telephone surveys will be conducted to verify the data collected.

4. Data Analysis: The primary analysis will be based on intention-to-treat at the individual newborn/mother level, with adjustments for clustering at the mentor-mother level. Mixed-effects generalized linear models will be used for the analysis, with risk ratios generated for binary outcomes and generalized linear models with Gaussian distribution for continuous outcomes.

5. Qualitative Components: In addition to the quantitative analysis, qualitative components will be included to capture the human-centered design process of the intervention and understand the mechanisms through which the intervention enacted change. In-depth interviews and focus group discussions will be conducted with stakeholders involved in the intervention design and mentor-mothers.

6. Ethical Considerations: Written, informed consent will be obtained from all study participants. Data will be de-identified and stored securely. Debriefings will be conducted to ensure the quality and trustworthiness of qualitative data.

7. Data and Safety Monitoring: A data and safety monitoring board will oversee the study progress and provide guidance on study continuation and any potential changes in study conduct.

By implementing this methodology, the impact of the MOVIE intervention on improving access to maternal health, specifically exclusive breastfeeding rates, can be simulated and evaluated. The findings from this study can inform health policy and the development of similar interventions in under-resourced settings.

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