Monitor to innovate with feedback loops: process evaluation protocol for an anemia prevention intervention.
Ichhya PantLipika PatroErica SedlanderShikha ChandranaRajiv RimalPublished in: Gates open research (2022)
Background: Digital process monitoring and evaluation tools designed to capture near-to-real-time intervention data paired with feedback loops have the potential to innovate intervention delivery. Objective: To describe how a multilevel social norms field trial (RANI) is using feedback loops to enhance intervention delivery. Methods: We use a mixed-methods process evaluation design to monitor the Reduction of Anemia through Normative Innovations (RANI) project; a three-year randomized control trial which aims to lower rates of anemia among women in Odisha, India. Surveys and structured observation monitor fidelity to implementation and acceptability of implementation activities among study participants. Quantitative data evaluates implementation dose, coverage, exposure, and reach of intervention activities, and qualitative data will delve more deeply into reasons for high or low functioning. Iron folic acid supplement supply and demand are also monitored for stock-outs. Data collected from 130 intervention villages is processed, visualized, and triangulated in near to real-time via Real-time Monitoring for Knowledge Generation (RPM4K), a locally developed software application. Data visualization products facilitate the examination of monitoring data to mitigate bottlenecks and identify and implement tweaks to our intervention delivery strategy on an ongoing basis. Discussion: Feedback loops facilitate timely course corrections. Feedback loops can also engender a shared understanding of ground realities for a geographically dispersed and culturally diverse team. Leveraging feedback loops, we identify opportunities to provide on-going supportive supervision for our community facilitators promoting joint problem-solving, and communication. Monthly media and hemoglobin level demonstration strategies are informed by participant engagement and acceptability. Stock-outs of iron folic acid tablets activate contingency plans to mobilize local stakeholders and advocate for timely resolutions. Unintended effects are monitored based on ongoing feedback from community facilitators. Conclusions: Documenting our processes can inform the future implementation or scale up of similar projects embracing feedback loops to iterate and innovate their intervention delivery.
Keyphrases
- randomized controlled trial
- healthcare
- electronic health record
- quality improvement
- primary care
- big data
- study protocol
- mental health
- chronic kidney disease
- type diabetes
- palliative care
- high resolution
- iron deficiency
- machine learning
- polycystic ovary syndrome
- cross sectional
- skeletal muscle
- electron microscopy
- insulin resistance