Health plans lose members due to dissatisfaction, competition, service issues, benefit changes, and engagement challenges, resulting in revenue loss and membership instability.
Health plans lose members due to dissatisfaction, competition, service issues, benefit changes, and engagement challenges, resulting in revenue loss and membership instability.
Health Plans, Medicare Advantage Plans, Medicaid Plans, Retention Teams
Member Churn Prediction Dataset (MCPD) is built around high-value intelligence areas that support clearer decisions, stronger prioritization, and better operational visibility.
Use member churn intelligence to convert complex healthcare data into clearer priorities, better decisions, and measurable operational value.
Use retention intelligence to convert complex healthcare data into clearer priorities, better decisions, and measurable operational value.
Use member behavior intelligence to convert complex healthcare data into clearer priorities, better decisions, and measurable operational value.
Use engagement intelligence to convert complex healthcare data into clearer priorities, better decisions, and measurable operational value.
Analyze service use, member demand, claims activity, and operational volume to identify avoidable utilization, emerging trends, and improvement priorities.
Quantify financial opportunity, exposure, expected value, and priority so leaders can focus on the highest-impact actions.
Prioritize members, interventions, quality gaps, and care opportunities that influence outcomes, utilization, and program performance.
Use satisfaction intelligence to convert complex healthcare data into clearer priorities, better decisions, and measurable operational value.
Use risk segmentation intelligence to convert complex healthcare data into clearer priorities, better decisions, and measurable operational value.
Use predictive churn scoring to convert complex healthcare data into clearer priorities, better decisions, and measurable operational value.
Use predictive retention scoring to convert complex healthcare data into clearer priorities, better decisions, and measurable operational value.
Quantify financial opportunity, exposure, expected value, and priority so leaders can focus on the highest-impact actions.
Use operational intervention intelligence to convert complex healthcare data into clearer priorities, better decisions, and measurable operational value.
Member Churn Prediction Dataset (MCPD) is built for organizations that need practical intelligence, stronger prioritization, and business-ready analytical outputs.
Use Member churn prediction intelligence to evaluate performance, identify opportunity areas, and support operational decisions.
Use Member churn prediction intelligence to evaluate performance, identify opportunity areas, and support operational decisions.
Use Member churn prediction intelligence to evaluate performance, identify opportunity areas, and support operational decisions.
Use Member churn prediction intelligence to evaluate performance, identify opportunity areas, and support operational decisions.
Use Member churn prediction intelligence to evaluate performance, identify opportunity areas, and support operational decisions.
Use this dataset to move from raw records to prioritized opportunities, clearer decisions, and measurable business value.
Apply Member churn prediction intelligence to turn complex records into focused priorities, measurable indicators, and actionable work queues.
Apply Member churn prediction intelligence to turn complex records into focused priorities, measurable indicators, and actionable work queues.
Apply Member churn prediction intelligence to turn complex records into focused priorities, measurable indicators, and actionable work queues.
Apply Member churn prediction intelligence to turn complex records into focused priorities, measurable indicators, and actionable work queues.
Apply Member churn prediction intelligence to turn complex records into focused priorities, measurable indicators, and actionable work queues.
Download the sample package to inspect the record structure, field layout, documentation quality, and sample intelligence before selecting a license.
Member retention has direct financial implications for health plans because avoidable churn can reduce membership stability and revenue continuity. Member Churn Prediction Dataset (MCPD) is designed to help retention, engagement, and analytics leaders identify churn risk and prioritize outreach.
All licenses include the same field structure, documentation package, and data dictionary. The primary difference is record volume and redistribution rights.
| Feature | Developer | Professional | Enterprise | OEM |
|---|---|---|---|---|
| Records Included | Up to 25,000 | Up to 250,000 | Full Dataset | Full Dataset |
| Fields Included | All | All | All | All |
| Documentation | Yes | Yes | Yes | Yes |
| Internal Use | Yes | Yes | Yes | Yes |
| Redistribution Rights | No | No | No | Yes |
| Product Embedding Rights | No | No | No | Yes |
Choose the license that matches your intended use.
Includes:
• Up to 25,000 records
• Single user
• CSV format
• Data dictionary
• User guide, buyer guide, and product sheet
• Commercial use for individual analytics
Includes:
• Up to 250,000 records
• Up to 25 users
• CSV format
• Data dictionary, schema, and metadata
• User guide, buyer guide, and product sheet
• Department or team analytics use
Includes:
• Full dataset
• All records included
• Unlimited internal users
• CSV + Parquet when included
• Full documentation package
• Quality and certification materials when included
Includes:
• Full dataset
• Unlimited users
• Commercial embedding rights
• Resale and redistribution rights
• White-label use rights
• OEM documentation package
Same-Day Purchase of Dataset Required
The Executive Dashboard Intelligence Pack is designed only for the corresponding Member Churn Prediction Dataset (MCPD). It is not a standalone dashboard product and requires the same-day purchase of the matching Intelligence Dataset license.
Includes:
• 10 executive KPI dashboards
• Executive KPI library
• Opportunity scoring models
• Financial impact analysis
• Operational intelligence framework
• Excel dashboard workbook
• Power BI implementation package
• Tableau implementation package
• Data dictionary and field mapping guide
Price: $4,999 add-on
Buy Dashboard PackSame-day purchase of a dataset license will be verified and the matching Executive Dashboard Intelligence Pack for this dataset will be sent.
The Member Churn Prediction Dataset is positioned as an executive operational intelligence asset, not a static data file. It helps leadership teams understand what is happening, quantify the opportunity, compare performance, prioritize action, and move from insight to measurable operational improvement.
Health plans and healthcare organizations often identify member attrition too late, after dissatisfaction, access problems, benefit friction, or service failures have already created retention risk.
Financial exposure includes lost premium revenue, reduced membership, increased acquisition cost, weakened Stars or quality performance, and poor member lifetime value.
Executives need a clear operating view of the business problem, the operational drivers behind the issue, the financial exposure, and the specific improvement actions most likely to create measurable results. This dataset supports that view by organizing domain-specific signals into executive-ready intelligence.
The dataset supports benchmark comparisons across internal performance history, operating units, peer groups, transformation targets, industry norms, and executive performance thresholds. Leaders can use the benchmark layer to identify gaps, quantify variance, and select the highest-value improvement priorities.
Member Churn Prediction Executive Dashboard Intelligence Pack converts the dataset into executive decision support with KPI intelligence, benchmark analytics, opportunity scoring, operational prioritization, financial impact visibility, governance reporting, and executive reporting.
Member Retention Healthcare Operational Improvement Program converts insight into action through a structured improvement roadmap, project portfolio, governance framework, benefits realization model, and executive business case.
Healthcare Operational Intelligence Playbook™ → Intelligence Dataset → Executive Dashboard Intelligence Pack → Healthcare Operational Improvement Program → HDIP → Continuous Operational Transformation.
This path positions MCPD as part of a complete transformation journey rather than a standalone file purchase.
COO, Health Plan Executives, Member Experience, Growth, Quality, Operations Leaders