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Clinical Analytics

Measuring and reporting outcome data is fundamental for health care systems to drive improvement. The VNB Clinical Dashboard is a vivid example of this transition, which built a dashboard that allows each healthcare provider to view real-time population health quality data of their patient panel and use that information to identify care gaps. In this post, we’ll look at how analytics are used to gauge critical healthcare areas focusing majorly on the female clinical outcomes including statistics for labor & delivery summary inside the VNB Clinical Dashboard.

The dashboard contains the following reports:

  • Clinical Outcomes
  • Labor and Delivery Summary
Clinical Outcomes
Clinical Outcomes Dashboard

The “Clinical Outcomes” report delves deep into the two major ways of childbirth – C-Section and Vaginal. Both the methods of childbirth are now analysed using various parameters such as complications, maternal morbidity, medical condition and numbers of still births. The analysis further drills into births happening within an adverse event, and if they are singleton pregnancy or a multiple pregnancy cases.

Clinical Outcomes - Details
Clinical Outcomes Details

This dashboard allows you to maneuver easily the in-depth of the data, and to have a look at the cumulative perspective like number of adverse events, complications, recovery rate, etc. Also, the delivery types, if successful or not actually gives a greater picture of how effective the ObGyn department is amongst all other Primary Care Providers (PCPs) in the US.

Labor and Delivery Summary
Labor and Delivery Dashboard

The overall “Labor and Delivery Summary” are both critical and a playing field levelling insight for any “Maternity Ward “ in healthcare establishments across the US. By analysing the data in delivery type, length of stay, gestational age, cervical length, and labor duration, one can deduce the total duration that a mother and her child would be staying in the healthcare establishment, which in turn can help the establishment prepare for better handling of mothers and their children. A quick summary at the top across the board, allows a quick glance at the numbers achieved in a duration.

Labor and Delivery Summary - Details
Labor and Delivery Details

The in-depth data here like the Length of Stay along with the Labour Duration, beside Bishop Score, Cervical Length, Delivery Type, Delivery Sub Type and whether it is a success or failure, gives a broad gamut of data to run analysis on.

NTSV
NTSV Dashboard

The NTSV report provides critical insights into childbirth outcomes for nulliparous, term, singleton, vertex deliveries through key performance indicators (KPIs). It categorizes delivery types, including spontaneous vaginal, instrumental, and cesarean sections, to highlight trends in delivery modes. Average labor duration tracks the time taken for labor and childbirth, helping healthcare providers assess labor progression efficiency. Complication rates detail occurrences such as fetal distress or maternal haemorrhage, aiding in risk assessment and preventive measures. Success or failure rates delineate between vaginal births and cesarean sections, offering insights into the effectiveness of delivery management protocols. Additionally, metrics such as Bishop score assessment and cervical length measurement assist in predicting labor outcomes and identifying individuals at higher risk, ultimately informing clinical decision-making and improving maternal and fetal health care strategies.

Preterm
Preterm Dashboard

The Preterm report provides a comprehensive overview of key performance indicators (KPIs) crucial for assessing preterm delivery outcomes. It categorizes preterm deliveries by type, including spontaneous, medically indicated, or preterm premature rupture of membranes (PPROM). Maternal morbidity rates track health complications experienced during preterm labor, while stillbirth metrics highlight fetal outcomes. The report distinguishes preterm deliveries by singleton or multiple gestations, offering insights into specific risk factors associated with multiple pregnancies. Analysis of success or failure rates informs clinical decision-making regarding neonatal outcomes, while stratification by gestational age and cervical length aids in risk assessment and preventive strategies. Additionally, monitoring preterm deliveries by complications guides healthcare interventions, contributing to improved maternal and neonatal health care protocols.

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