Park Young Shin, McNaughton Diane B, Mathiason Michelle A, Monsen Karen A
School of Nursing, University of Minnesota, Minneapolis, Minnesota.
Department of Community, Systems, and Mental Health Nursing, Rush University Medical Center, Chicago, Illinois.
Public Health Nurs. 2019 Jan;36(1):87-95. doi: 10.1111/phn.12559. Epub 2018 Nov 22.
To examine associations of data-driven intervention approaches (IAs) with the outcomes of adolescent or adult Latina mothers with or without the Mental health problem.
Retrospective observational study using public health nurse (PHN)-generated data for 676 Latina mothers aged 14-52.
Mothers' age, having the Mental health problem, number of problems and interventions, and Knowledge, Behavior, and Status scores using the Omaha System. Mother-specific percentages of interventions to the total number received were calculated. Visualizations and statistical tests were used to analyze the association of IAs relating mothers' characteristics, problems, interventions, and outcomes.
Four IAs were discovered. Sample characteristics differed significantly among IAs by age and having the Mental health problems. There was a small effect of age on outcomes (<0.10). PHNs differentially addressed problems in IA1-IA4 compared with IA2-IA3 (p < 0.001). Mothers who received IA3 had the most improvement and highest scores in Knowledge and Behavior (all p < 0.001). Mothers who received IA2 had the most improvement and highest scores in Status (both p < 0.001).
The IAs were associated with outcomes differentially among Latina mothers, depending on multiple complex factors. These methods may be useful in understanding intervention tailoring and should be replicated with other populations and datasets.
研究数据驱动的干预方法(IA)与有或没有心理健康问题的青少年或成年拉丁裔母亲的结局之间的关联。
采用回顾性观察研究,使用公共卫生护士(PHN)生成的676名年龄在14 - 52岁的拉丁裔母亲的数据。
母亲的年龄、是否有心理健康问题、问题和干预的数量,以及使用奥马哈系统的知识、行为和状况评分。计算了每位母亲接受的干预占总干预数的百分比。使用可视化和统计检验来分析IA与母亲特征、问题、干预和结局之间的关联。
发现了四种IA。不同IA的样本特征在年龄和是否有心理健康问题方面存在显著差异。年龄对结局有较小影响(<0.10)。与IA2 - IA3相比,PHN在IA1 - IA4中对问题的处理方式有所不同(p < 0.001)。接受IA3的母亲在知识和行为方面改善最大且得分最高(所有p < 0.001)。接受IA2的母亲在状况方面改善最大且得分最高(两者p < 0.001)。
IA与拉丁裔母亲的结局之间存在差异关联,这取决于多个复杂因素。这些方法可能有助于理解干预的针对性,应在其他人群和数据集中进行重复验证。