SELF-SERVICE HEALTHCARE ANALYTICS

Tampa, FL. June 14th, 2022.

Healthcare analytics has become an integral part of the healthcare industry with the ability to influence major decision making around improvement of patient outcomes, enhancing diagnostic accuracy and supporting value-based care. Meaningful insights from electronic health records, insurance records and claims data has helped a lot of organizations make accurate business decisions. However, legacy healthcare analytical and reporting processing and technologies have been constrained by many issues, including: data delays, spreadsheets, CSVs, text data dumps, manual data cleaning and reconciliations, and hard to replicate manually build analysis processes from raw data. Constellation4 team has been working with payers and providers to resolve many of these constraints through smarter data and analytics automations. Further, COVID19 has accelerated the digitization of healthcare products and services which necessitates faster access to accurate data and analytics. An optimally built self-service healthcare analytics platform along with supporting business and technology processes can result in faster data operations for payers, providers and patients.

Case Study

93% improvement in analysis speed
30 mins with self-service instead of what used to take 8 hours

100+ ready to use customizable self-service use cases across the organization.*

Benefits

get access to accurate information when they need it in the required format.

their business units/departments for managing daily KPIs.

continuously enabling self-service analytics use cases.

Benefits

Data Quality & Reconciliation

Financial & Operating Performance Analytics

Advanced Modeling & Automation

Solution

Constellation4 offers a comprehensive solution for implementation of healthcare analytics, self-service analytics being the highest level of advancement. The tool has capabilities to go through the entire journey of getting meaningful insights from data.

Step 1: Identify High Priority Use Cases for Business

processes.

healthcare self-serivce analytics platform | pure4 | data driven | visualization | forecast prediction | cognitive prescriptive

Step 2: Design Self-Service Data Marts, Data Warehouse and Lake Houses

of speed of Kimbal and design robustness of Inmon approach.

pipelines.

depending on performance needs and data sizes.

analysis using large data and urgent data requests.

Solution

Constellation4 offers a comprehensive solution for implementation of healthcare analytics, self-service analytics being the highest level of advancement. The tool has capabilities to go through the entire journey of getting meaningful insights from data.

Step 1: Identify High Priority Use Cases for Business

healthcare self-serivce analytics platform | pure4 | data driven | visualization | forecast prediction | cognitive prescriptive

Step 2: Design Self-Service Data Marts, Data Warehouse and Lake Houses

Data Platform Set Up Experience

Step 3: Build Self-Service Datasets, Reports

calculated fields dataset to each report. Claims payment analysis illustration requires two datasets, one to track claims adjudication process and the other to track payment activity.

Personalization enabled reports, Paginated/ Formatted reports along with data glossary and Ask a question pages. In the claims payment analysis illustration to the right, there are 6 canned report pages including payment trend, check run, general ledger, late payment, claim check recon and days to analysis.

level of detail. Sample to the right shows report created to track claims where the processing and payment activity is late.

would let user change visualization type, Legend, Values, Details and Tool tips.

to provide definitions of business terms, technical terms and exceptions/ rules used in the calculation inside each report.

Step 4: Define Executive User, External User and Self-Service Business User Levels. Build Training and Communication Process.

External User

Executive User

dashboard to display profitability information.

Internal Self-Service User

These levels show recommended user levels for using Power BI tool. These levels can be generalized for any BI tool depending on the features available in the tool.

User Level 1: Use Canned Reports

use discussions, copy reports, data downloads, alerts, finding the right reports alerts.

User Level 2: Personalize A Report

User Level 3: Build New Report

User Level 4: Build New Production Report

Step 5: Receive Continuous Feedback and Enhance Collaboration Between Business, Data and Technology

Self Service data map

The success of technological tools used for business enhancement depends a lot on regular and consequential feedback. At Constellation4 Health, we believe that constructive feedback can go a long way in making our products user-friendly, contemporary and impactful.

problem at hand.

self service grid

Step 3: Build Self-Service Datasets, Reports

Step 4: Define Executive User, External User and Self-Service Business User Levels. Build Training and Communication Process.

External User

Executive User

Internal Self-Service User

These levels show recommended user levels for using Power BI tool. These levels can be generalized for any BI tool depending on the features available in the tool.

User Level 1: Use Canned Reports

User Level 2: Personalize A Report

User Level 3: Build New Report

User Level 4: Build New Production Report

Step 5: Receive Continuous Feedback and Enhance Collaboration Between Business, Data and Technology

Self Service data map

The success of technological tools used for business enhancement depends a lot on regular and consequential feedback. At Constellation4 Health, we believe that constructive feedback can go a long way in making our products user-friendly, contemporary and impactful.

self service grid

How To Get Started

Contact us to schedule a demo and complimentary discovery session to understand current status of your data journey and how Constellation4 Health can partner with you to take your organization to the next level using the self service analytics platform and processes. Email us or go to contact us online.

Author

Sachin Sumant VP of Data Science & Analytics

Sachin Sumant

VP of Data Science & Analytics

Arusha Kelkar Data Analyst

Arusha Kelkar

Data Scientist

Renee Cothern Data Analyst

Renee Cothern

Data and Reporting Analyst

About Constellation4 Health

Constellation4 Health is a Healthcare technology company providing innovative and scalable solutions for leading Health Insurance Payers and Providers. Solutions include:

Healthcare Analytics

Automate and mature your data platform, business intelligence, data science, and AI with Constellation4 Health self service analytics platform and processes. We have over 100 Use Cases including claims reconciliation, profitability analysis, and HEDIS Campaign Management.

Provider Data Management

A single source of truth for provider data powered by a Data as a Service platform that ensure 92% data accuracy compared to an industry standard of 52%.

Provider Network Management

Reimagining the workflows between payers and providers is a must to create sustainable payer models. A complete contact to contract platform powered by Salesforce.

Referral Care Coordination

Our seamless physician to physician referral platforms grows market share, prevents leakage and enables providers to have complete visibility on patient status.

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