Alana R Lopez, Elizabeth Haight, Linda Guijosa, Briana Williams, Jennifer Unger, Luz Messina, Mina Halpern, Samantha Stonbraker, Keshet Ronen
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This study explores the FAMA intervention's mechanism of action through a mixed-methods secondary data analysis using WhatsApp messages and post-intervention interviews to characterize experiences of social support and patterns of intervention engagement. We assessed associations between multiple measures of engagement and intervention outcomes. Linear or Poisson regression was used to evaluate association with health knowledge, and social support. or contraceptive uptake, respectively, selected based on type and distribution of each outcome variable. Models adjusted for key confounders. Findings indicate FAMA was largely used to exchange companionship and informational support. We found a significant positive association between engagement as measured by acknowledging intervention messages and improved health knowledge (adjusted coefficient: 2.84, CI: 0.83-4.84, p= 0.01). In contrast, we found a negative association between engagement as measured by social support exchange and improved health knowledge (adjusted coefficient: -5.78, CI: -10.42- -1.00, p= 0.02), suggesting that interactions focused on support may not reinforce informational content as directly as other forms of engagement. Our findings suggest that engagement with FAMA was associated with increases in knowledge and a close reading of message content is most beneficial for knowledge gain. This analysis enhances understanding of user engagement with group mHealth interventions and contributes new approaches to measure engagement, accounting for different engagement styles participants may have. Future digital interventions may leverage our findings to design interventions that encourage beneficial engagement types.</p>","PeriodicalId":74465,"journal":{"name":"PLOS digital health","volume":"4 4","pages":"e0000808"},"PeriodicalIF":7.7000,"publicationDate":"2025-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12011247/pdf/","citationCount":"0","resultStr":"{\"title\":\"Experiences of social support and the role of engagement in a digital educational support group for adolescent mothers' health in the Dominican Republic.\",\"authors\":\"Alana R Lopez, Elizabeth Haight, Linda Guijosa, Briana Williams, Jennifer Unger, Luz Messina, Mina Halpern, Samantha Stonbraker, Keshet Ronen\",\"doi\":\"10.1371/journal.pdig.0000808\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>In 2021, nearly 66 of every 1,000 adolescent girls ages 15-19 in the Dominican Republic gave birth. Adolescent mothers face health disparities including increased risk for rapid repeat pregnancy and lower breastfeeding rates. Mobile health (mHealth) is a growing approach for reaching adolescents. FAMA (Fortaleciendo la Autodeterminación de Madres Adolescentes) was a 12-week moderated digital education support group with adolescent mothers in the Dominican Republic, associated with improvements in health knowledge and contraceptive uptake. This study explores the FAMA intervention's mechanism of action through a mixed-methods secondary data analysis using WhatsApp messages and post-intervention interviews to characterize experiences of social support and patterns of intervention engagement. We assessed associations between multiple measures of engagement and intervention outcomes. Linear or Poisson regression was used to evaluate association with health knowledge, and social support. or contraceptive uptake, respectively, selected based on type and distribution of each outcome variable. Models adjusted for key confounders. Findings indicate FAMA was largely used to exchange companionship and informational support. We found a significant positive association between engagement as measured by acknowledging intervention messages and improved health knowledge (adjusted coefficient: 2.84, CI: 0.83-4.84, p= 0.01). In contrast, we found a negative association between engagement as measured by social support exchange and improved health knowledge (adjusted coefficient: -5.78, CI: -10.42- -1.00, p= 0.02), suggesting that interactions focused on support may not reinforce informational content as directly as other forms of engagement. Our findings suggest that engagement with FAMA was associated with increases in knowledge and a close reading of message content is most beneficial for knowledge gain. This analysis enhances understanding of user engagement with group mHealth interventions and contributes new approaches to measure engagement, accounting for different engagement styles participants may have. 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引用次数: 0
摘要
2021年,多米尼加共和国每1000名15-19岁少女中有近66人生育。少女母亲面临健康差异,包括快速重复怀孕的风险增加和母乳喂养率降低。移动医疗(mHealth)是一种日益普及的接触青少年的方法。FAMA (Fortaleciendo la Autodeterminación de Madres adolescent)是一个为期12周的有节制的数字教育支持小组,对象是多米尼加共和国的青春期母亲,其目的是改善健康知识和避孕措施的吸收。本研究通过使用WhatsApp消息和干预后访谈的混合方法辅助数据分析来探讨FAMA干预的作用机制,以表征社会支持体验和干预参与模式。我们评估了多种参与措施与干预结果之间的关联。使用线性或泊松回归来评估与健康知识和社会支持的关系。或避孕药摄取,分别根据每个结果变量的类型和分布选择。根据关键混杂因素调整的模型。研究结果表明FAMA主要用于交换陪伴和信息支持。我们发现,通过承认干预信息来衡量的敬业度与改善的健康知识之间存在显著的正相关(调整系数:2.84,CI: 0.83-4.84, p= 0.01)。相比之下,我们发现社会支持交换测量的参与与改善健康知识之间存在负相关(调整系数:-5.78,CI: -10.42- -1.00, p= 0.02),这表明以支持为重点的互动可能不像其他形式的参与那样直接强化信息内容。我们的研究结果表明,参与FAMA与知识的增长有关,仔细阅读信息内容对知识的获取最有益。该分析增强了对群体移动健康干预的用户参与度的理解,并提供了衡量参与度的新方法,说明了参与者可能具有的不同参与风格。未来的数字干预可能会利用我们的发现来设计鼓励有益参与类型的干预措施。
Experiences of social support and the role of engagement in a digital educational support group for adolescent mothers' health in the Dominican Republic.
In 2021, nearly 66 of every 1,000 adolescent girls ages 15-19 in the Dominican Republic gave birth. Adolescent mothers face health disparities including increased risk for rapid repeat pregnancy and lower breastfeeding rates. Mobile health (mHealth) is a growing approach for reaching adolescents. FAMA (Fortaleciendo la Autodeterminación de Madres Adolescentes) was a 12-week moderated digital education support group with adolescent mothers in the Dominican Republic, associated with improvements in health knowledge and contraceptive uptake. This study explores the FAMA intervention's mechanism of action through a mixed-methods secondary data analysis using WhatsApp messages and post-intervention interviews to characterize experiences of social support and patterns of intervention engagement. We assessed associations between multiple measures of engagement and intervention outcomes. Linear or Poisson regression was used to evaluate association with health knowledge, and social support. or contraceptive uptake, respectively, selected based on type and distribution of each outcome variable. Models adjusted for key confounders. Findings indicate FAMA was largely used to exchange companionship and informational support. We found a significant positive association between engagement as measured by acknowledging intervention messages and improved health knowledge (adjusted coefficient: 2.84, CI: 0.83-4.84, p= 0.01). In contrast, we found a negative association between engagement as measured by social support exchange and improved health knowledge (adjusted coefficient: -5.78, CI: -10.42- -1.00, p= 0.02), suggesting that interactions focused on support may not reinforce informational content as directly as other forms of engagement. Our findings suggest that engagement with FAMA was associated with increases in knowledge and a close reading of message content is most beneficial for knowledge gain. This analysis enhances understanding of user engagement with group mHealth interventions and contributes new approaches to measure engagement, accounting for different engagement styles participants may have. Future digital interventions may leverage our findings to design interventions that encourage beneficial engagement types.