# Best Healthcare Analytics Software - Page 5 ## How Many Healthcare Analytics Software Products Does G2 Track? **Total Products under this Category:** 202 ### Category Stats (Jul 2026) - **Average Rating:** 4.25/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Olio (+3.19%) - Among all products in this category, Olio recorded the largest rating increase compared to last month _Last updated: July 26, 2026_ ## How Does G2 Rank Healthcare Analytics Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 1,000+ Authentic Reviews - 202+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Healthcare Analytics Software ![G2 Grid® for Healthcare Analytics Software plotting products by satisfaction and market presence](https://www.g2.com/categories/healthcare-analytics/grids.png?focus%5B%5D=21074&focus%5B%5D=1172894&focus%5B%5D=141835&focus%5B%5D=41158&focus%5B%5D=45119&focus%5B%5D=147033&focus%5B%5D=71278&focus%5B%5D=88556) Highlighted products: Personify Health, Intellimed, Cotiviti Medical Intelligence, Definitive Healthcare, Cerner CareTracker, HealthStream Checklist, Oracle Enterprise Healthcare Analytics, and Vizient. Underlying data: [Grid® JSON](https://www.g2.com/categories/healthcare-analytics/grids.json?focus%5B%5D=personify-health&focus%5B%5D=intellimed&focus%5B%5D=cotiviti-medical-intelligence&focus%5B%5D=definitive-healthcare&focus%5B%5D=cerner-caretracker&focus%5B%5D=healthstream-checklist&focus%5B%5D=oracle-enterprise-healthcare-analytics&focus%5B%5D=vizient) ### [Physician Relationship Management by Marketware](https://www.g2.com/products/physician-relationship-management-by-marketware/reviews) Marketware’s Physician Relationship Manager makes it easier than ever to plan, track and measure the effectiveness of liaison activity across key growth initiatives. You’ll be better armed to prevent physician turnover and loss of revenue by keeping organized timelines and task assignments. Review responsiveness by tracking physicians and close the loop on any obstacles to access or service issues. Our easy-to-use platform integrates claims data into the PRM to help you understand patient mix, payer mix, claims volume and shared patient connections at the provider level to help you evaluate return on visit. **Total Reviews:** 1 #### How Do G2 Users Rate Physician Relationship Management by Marketware? - **Ease of Use:** 6.7/10 (Category avg: 8.4/10) #### Who Is the Company Behind Physician Relationship Management by Marketware? - **Seller:** [Marketware](https://www.g2.com/sellers/marketware) - **Year Founded:** 2014 - **HQ Location:** Sandy, US - **Twitter:** @Marketware (196 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/marketware-inc (24 employees on LinkedIn®) #### Who Uses This Product? - **Company Size:** 100% Large ### [Rethink Behavioral Health](https://www.g2.com/products/rethink-behavioral-health/reviews) Rethink Behavioral Health (BH) is a cloud-based practice management and clinical platform purpose-built for ABA therapy providers and pediatric behavioral health practices. A division of RethinkFirst, a global health technology company, RethinkBH gives clinicians, billing teams, operations leaders, and practice owners the tools they need to manage every aspect of their practice in one connected system. The platform integrates clinical programming, ABA data collection, AI-powered scheduling, session documentation, revenue cycle management, staff training, and family engagement - eliminating the need for disconnected point solutions and reducing the administrative burden that prevents clinicians from focusing on client care. RethinkBH is built by clinicians, for clinicians. With evidence-based care plans, a library of over 1,500 customizable programs, and tools that adapt to practices from solo providers to large multi-site organizations, RethinkBH is designed to grow with your practice. **Average Rating:** 2.0/5.0 **Total Reviews:** 3 #### How Do G2 Users Rate Rethink Behavioral Health? - **Quality of Support:** 3.3/10 (Category avg: 8.4/10) - **Ease of Use:** 4.4/10 (Category avg: 8.4/10) #### Who Is the Company Behind Rethink Behavioral Health? - **Seller:** [RethinkFirst](https://www.g2.com/sellers/rethinkfirst) - **Year Founded:** 2007 - **HQ Location:** New York, US - **LinkedIn® Page:** https://www.linkedin.com/company/rethink-first (186 employees on LinkedIn®) #### Who Uses This Product? - **Company Size:** 67% Small, 33% Medium #### What Do G2 Reviewers Say About Rethink Behavioral Health? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of Rethink Behavioral Health, benefiting from all-in-one scheduling and resources. ##### Cons - Users face **inefficient workflows** in Rethink Behavioral Health, causing frustrations with slow data processing and complicated setups. - Users face significant **integration issues** with Rethink Behavioral Health, leading to frustrating experiences and inefficiencies in data management. - Users criticize the **poor analytics** of Rethink Behavioral Health, finding data collection frustrating and slow. - Users express frustration with **poor customer support** , citing unhelpful responses and unresolved billing issues with Rethink Behavioral Health. - Users experience **slow response times** , drastically hindering productivity and increasing administrative workload due to frustrating delays. #### What Are Recent G2 Reviews of Rethink Behavioral Health? **["Great Platform for Tracking Staff Sessions and Simplifying productivity for Payroll"](https://www.g2.com/survey_responses/rethink-behavioral-health-review-12727740)** **Rating:** 5.0/5.0 stars _— Adrian A._ [Read full review](https://www.g2.com/survey_responses/rethink-behavioral-health-review-12727740) ### [Semble](https://www.g2.com/products/semble/reviews) Healthcare is complex, your systems shouldn’t be. Semble is the only open system built for private healthcare, uniting your tools, teams and data together in a single platform. Spend less time clicking between systems and more time treating patients. **Average Rating:** 5.0/5.0 **Total Reviews:** 3 #### How Do G2 Users Rate Semble? - **Quality of Support:** 10.0/10 (Category avg: 8.4/10) - **Ease of Use:** 10.0/10 (Category avg: 8.4/10) #### Who Is the Company Behind Semble? - **Seller:** [Semble](https://www.g2.com/sellers/semble) - **Year Founded:** 2016 - **HQ Location:** London, GB - **LinkedIn® Page:** http://www.linkedin.com/company/semble-health (119 employees on LinkedIn®) #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of Semble? **["Effortless Booking and Outstanding Support"](https://www.g2.com/survey_responses/semble-review-12600160)** **Rating:** 5.0/5.0 stars _— David R._ [Read full review](https://www.g2.com/survey_responses/semble-review-12600160) **["Semble Streamlines Clinical Workflows with an Intuitive All-in-One System"](https://www.g2.com/survey_responses/semble-review-12605939)** **Rating:** 5.0/5.0 stars _— Verified User in Hospital & Health Care_ [Read full review](https://www.g2.com/survey_responses/semble-review-12605939) ### [Sentry Healthcare Analytics](https://www.g2.com/products/sentry-healthcare-analytics/reviews) Sentry Data Systems provides technology solutions designed to help hospitals reduce costs, manage compliance and improve outcomes. **Average Rating:** 4.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Sentry Healthcare Analytics? - **Quality of Support:** 3.3/10 (Category avg: 8.4/10) - **Ease of Use:** 8.3/10 (Category avg: 8.4/10) #### Who Is the Company Behind Sentry Healthcare Analytics? - **Seller:** [Sentry Data Systems](https://www.g2.com/sellers/sentry-data-systems) - **HQ Location:** Deerfield Beach, Florida, United States - **Twitter:** @sentrydata (577 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/craneware (687 employees on LinkedIn®) #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of Sentry Healthcare Analytics? **["Comprehensive solution to 340B needs"](https://www.g2.com/survey_responses/sentry-healthcare-analytics-review-480857)** **Rating:** 4.0/5.0 stars _— Verified User in Hospital & Health Care_ [Read full review](https://www.g2.com/survey_responses/sentry-healthcare-analytics-review-480857) ### [TAGNOS](https://www.g2.com/products/tagnos/reviews) TAGNOS is a comprehensive platform that hospitals use to operate more efficiently by orchestrating the functional operations of care delivery with applications that support OR and ED patient flow as well as asset, supply and temperature tracking. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate TAGNOS? - **Quality of Support:** 10.0/10 (Category avg: 8.4/10) - **Ease of Use:** 10.0/10 (Category avg: 8.4/10) #### Who Is the Company Behind TAGNOS? - **Seller:** [TAGNOS](https://www.g2.com/sellers/tagnos) - **Year Founded:** 2010 - **HQ Location:** Los Angeles, US - **LinkedIn® Page:** https://www.linkedin.com/company/tagnos/ (21 employees on LinkedIn®) #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of TAGNOS? **["PATIENT QUEUE PROBLEM SOLVED"](https://www.g2.com/survey_responses/tagnos-review-7031335)** **Rating:** 5.0/5.0 stars _— Arjun P._ [Read full review](https://www.g2.com/survey_responses/tagnos-review-7031335) ### [Acclivity Connected Care Platform](https://www.g2.com/products/acclivity-connected-care-platform/reviews) The Acclivity Connected Care Platform quickly aggregates data from all sources into actionable insights and automated workflows to succeed within value-based payment models. Empowering ACOs, Provider Groups, Hospices, Home Care, Palliative, and Health Systems to improve quality, streamline care transitions, and increase value-based profitability while reducing ED and inpatient re-admissions and the unnecessary duplication of high-cost treatments and services. #### Who Is the Company Behind Acclivity Connected Care Platform? - **Seller:** [Acclivity Health Solutions](https://www.g2.com/sellers/acclivity-health-solutions) - **Year Founded:** 2017 - **HQ Location:** Jacksonville, US - **LinkedIn® Page:** https://www.linkedin.com/company/acclivity-health-solutions-inc (14 employees on LinkedIn®) ### [Acumen](https://www.g2.com/products/accorded-acumen/reviews) Actuarial infrastructure for healthcare innovators. Embed enterprise-grade actuarial capabilities from healthcare data ingestion and interpretation to VBC contract operationalization. Built by world-class actuaries and data engineers. Trusted by leading healthcare innovators. #### Who Is the Company Behind Acumen? - **Seller:** [Accorded](https://www.g2.com/sellers/accorded) - **Year Founded:** 2019 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** https://www.linkedin.com/company/accorded (26 employees on LinkedIn®) ### [Adonis AI Agents](https://www.g2.com/products/adonis-ai-agents/reviews) Adonis AI Agents is an advanced solution designed to enhance revenue cycle management (RCM) by integrating intelligent automation with proactive problem-solving. This platform enables RCM teams to streamline workflows, improve financial performance, and reduce operational costs with exceptional precision. #### Who Is the Company Behind Adonis AI Agents? - **Seller:** [Adonis](https://www.g2.com/sellers/adonis) - **Year Founded:** 2022 - **HQ Location:** N/A - **Twitter:** @AdonisRcm (58 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/adonis-technologies (183 employees on LinkedIn®) ### [Adonis Intelligence](https://www.g2.com/products/adonis-intelligence/reviews) Adonis Intelligence is an AI-driven platform designed to enhance healthcare providers' revenue cycle management (RCM) by delivering actionable alerts, predictive analytics, and real-time reports. It consolidates data from various systems, offering comprehensive insights to identify and address revenue cycle challenges efficiently. #### Who Is the Company Behind Adonis Intelligence? - **Seller:** [Adonis](https://www.g2.com/sellers/adonis) - **Year Founded:** 2022 - **HQ Location:** N/A - **Twitter:** @AdonisRcm (58 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/adonis-technologies (183 employees on LinkedIn®) ### [Aerial](https://www.g2.com/products/aerial/reviews) Medecision is a population health management technology and services for risk-bearing healthcare organizations across the care continuum. #### Who Is the Company Behind Aerial? - **Seller:** [Medecision](https://www.g2.com/sellers/medecision) - **Year Founded:** 1988 - **HQ Location:** King of Prussia, Pennsylvania, United States - **Twitter:** @Medecision (2,682 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/medecision/ (239 employees on LinkedIn®) ### [Aetion Substantiate](https://www.g2.com/products/aetion-substantiate/reviews) Aetion® Substantiate is an advanced analytics application designed to transform real-world data into decision-grade evidence, meeting regulatory standards with precision and transparency. It enables researchers to implement high-impact studies that generate reliable evidence to inform regulatory, payer, and clinical decisions regarding the safety, effectiveness, and value of medical treatments. Key Features and Functionality: - No-Code Dynamic Workflows: Guides users step-by-step through study implementation, eliminating the need for manual coding. - Implementation Guardrails: Automatically adjusts workflow settings based on study type, with analytic options pre-populated with best practices. - Plain Text Audit Trails: Provides downloadable audit logs, including relevant methodologies, ensuring transparency and reproducibility. - Reusable Study Components: Allows saving and reusing measures and patient cohort definitions across studies and teams, enhancing efficiency. - Custom Analyses: Offers access to Analytic Cohort Files in secure coding environments like RStudio, combining programming flexibility with auditability. Primary Value and Problem Solved: Substantiate addresses the complexity of real-world evidence generation by providing structured, bias-aware workflows for cohort building, study execution, and transparent reporting. It ensures robust, reproducible, and transparent evidence, enabling researchers to efficiently implement studies from concept through regulatory submission. By offering a scientifically validated application, Substantiate empowers safety teams, real-world evidence teams, and health economics and outcomes research teams to generate interpretable evidence, maximize efficiency, and clearly communicate the comparative value of treatments in key populations. #### Who Is the Company Behind Aetion Substantiate? - **Seller:** [Aetion](https://www.g2.com/sellers/aetion) - **Year Founded:** 2012 - **HQ Location:** New York, New York, United States - **LinkedIn® Page:** https://www.linkedin.com/company/aetion-inc- (252 employees on LinkedIn®) ### [AI Evaluator](https://www.g2.com/products/ai-evaluator/reviews) The AI Evaluator, a component of deepcOS®, is a comprehensive platform designed to assist radiology departments in assessing and comparing various AI solutions before integration into clinical workflows. It enables users to explore AI applications using their own data, ensuring that selected solutions align with specific clinical needs and performance expectations. #### Who Is the Company Behind AI Evaluator? - **Seller:** [deepc](https://www.g2.com/sellers/deepc) - **Year Founded:** 2020 - **HQ Location:** Munich, DE - **LinkedIn® Page:** https://www.linkedin.com/company/deepchealth (67 employees on LinkedIn®) ### [AMxCore](https://www.g2.com/products/amxcore/reviews) ArborMetrix is a leading provider of healthcare analytics technology and services that improve outcomes and advance research. The ArborMetrix team of healthcare and data science experts help their customers transform meaningful data into high-quality, real-world insights to achieve measurable results. RegistryX delivers clinically-rich, relevant evidence that quickly gets to the level of precision you need to measure and improve clinical outcomes, advance research, and demonstrate safety, effectiveness and value. #### Who Is the Company Behind AMxCore? - **Seller:** [ArborMetrix](https://www.g2.com/sellers/arbormetrix) - **Year Founded:** 2011 - **HQ Location:** Ann Arbor, US - **Twitter:** @ArborMetrix (830 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/arbormetrix/ (37 employees on LinkedIn®) ### [Analytics and Data warehousing](https://www.g2.com/products/analytics-and-data-warehousing/reviews) Hexplora provides actionable Healthcare Intelligence for Self-insured Employers, Community Partners, Institutional Providers, ACOs, and IPAs, to make key decisions for patient care, helping improve health and wellness of patients in the most cost effective manner. #### Who Is the Company Behind Analytics and Data warehousing? - **Seller:** [Hexplora](https://www.g2.com/sellers/hexplora) - **Year Founded:** 2013 - **HQ Location:** Rocky Hill, US - **LinkedIn® Page:** https://www.linkedin.com/company/hexplora (42 employees on LinkedIn®) ### [Anatomy Financial](https://www.g2.com/products/anatomy-financial/reviews) Anatomy Financial is a financial technology company dedicated to automating financial operations for healthcare organizations. By integrating advanced AI solutions, Anatomy streamlines traditionally manual processes, enabling medical and dental practices, MSOs/DSOs, billing and revenue cycle management companies, and digital health providers to focus more on patient care and less on administrative tasks. #### Who Is the Company Behind Anatomy Financial? - **Seller:** [Anatomy Financial](https://www.g2.com/sellers/anatomy-financial) - **HQ Location:** San Mateo, US - **LinkedIn® Page:** https://www.linkedin.com/company/anatomyfinancial (30 employees on LinkedIn®) - [‹ Prev‹ Prev](/categories/healthcare-analytics?order=g2_score&page=4#product-list) - [1](/categories/healthcare-analytics?order=g2_score#product-list) - [2](/categories/healthcare-analytics?order=g2_score&page=2#product-list) - [3](/categories/healthcare-analytics?order=g2_score&page=3#product-list) - [4](/categories/healthcare-analytics?order=g2_score&page=4#product-list) - 5 - [6](/categories/healthcare-analytics?order=g2_score&page=6#product-list) - [7](/categories/healthcare-analytics?order=g2_score&page=7#product-list) - [8](/categories/healthcare-analytics?order=g2_score&page=8#product-list) - [9](/categories/healthcare-analytics?order=g2_score&page=9#product-list) - … - [13](/categories/healthcare-analytics?order=g2_score&page=13#product-list) - [14](/categories/healthcare-analytics?order=g2_score&page=14#product-list) - [Next ›Next ›](/categories/healthcare-analytics?order=g2_score&page=6#product-list) Spotlight Categories [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) [Sales Tax and VAT Compliance Software](https://www.g2.com/categories/sales-tax-and-vat-compliance) [Help Desk Software](https://www.g2.com/categories/help-desk) [Pricing Software](https://www.g2.com/categories/pricing) [Knowledge Base Software](https://www.g2.com/categories/knowledge-base-software) Similar Categories - [Bundled Pay Management](/categories/bundled-pay-management) - [Clinical Communication and Collaboration](/categories/clinical-communication-and-collaboration) - [Clinical Decision Support](/categories/clinical-decision-support) - [Healthcare Claims Management](/categories/healthcare-claims-management) - [Healthcare Commercial Intelligence](/categories/healthcare-commercial-intelligence) - [Healthcare Compliance](/categories/healthcare-compliance) - [Health Care Credentialing](/categories/health-care-credentialing) - [Healthcare HR](/categories/healthcare-hr) - [Healthcare Integration Engines](/categories/healthcare-integration-engines) - [Healthcare Payer Care Management Workflow Applications](/categories/healthcare-payer-care-management-workflow-applications) - [Healthcare Payers' Core Administrative Processing Solutions](/categories/healthcare-payers-core-administrative-processing-solutions) - [Healthcare Risk Management](/categories/healthcare-risk-management) - [Healthcare Supply Chain](/categories/healthcare-supply-chain) - [Medical Billing](/categories/medical-billing) - [Medical Coding](/categories/medical-coding) [Browse Healthcare Analytics Themes](/categories/healthcare-analytics/themes) ![Emma Stein](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Emma Stein") ES Researched and written by [Emma Stein](https://research.g2.com/insights/author/emma-stein) Updated October 3, 2024 Healthcare analytics software processes and analyzes the massive amounts of data that a health care organization regularly collects into actionable insight that impacts operational benefits and patient outcomes. Healthcare analytics, also referred to as healthcare business intelligence, also improves the collection, management, and sharing of patient and clinical data. Health care providers lean on the data warehouse that makes up a significant portion of healthcare analytics software to maintain the health of their organization, comply with changing industry legislature, and optimize both population health and individual patient management. Healthcare analytics software ranges from comprehensive data reporting to predictive and prescriptive analytics. To qualify for inclusion in the Healthcare Analytics category, a product must: - Provide a health care-specific data warehouse to capture and maintain health care data - Analyze and visualize collected and analyzed data - Integrate with EHRs Show More * * * ## How Do You Choose the Right Healthcare Analytics Software? ### What You Should Know About Healthcare Analytics Software ### What is Healthcare Analytics Software? Healthcare analytics software, sometimes called healthcare business intelligence software, helps organizations such as hospitals and clinics turn their operational and clinical data into actionable insights. These products ingest data from various sources and systems, allowing decision makers to identify ways to improve patient outcomes, deliver more efficient care, reduce costs, optimize revenue, and assess current compliance. Healthcare analytics software ranges in functionality, with more advanced tools utilizing machine learning and predictive analytics to identify patterns, target high-risk individuals and populations for outreach, and reallocate resources as needed.  Every department in a healthcare organization can benefit from using this software. For example, a hospital’s billing department can use healthcare analytics to determine the likelihood of claim denials before submission, giving them a chance to correct any errors. An emergency room can identify patterns in overcrowding, allowing them to staff accordingly during those days and times. Clinical teams can use data trends to monitor chronic disease patients for timely outreach when they need symptom management support or identify which psychiatric patients are at high risk for a crisis. ### What are the Common Features of Healthcare Analytics Software? The following are some core features within healthcare analytics software that can help providers and administrators turn their healthcare data into actionable insights : **Data management:** Healthcare analytics software enables healthcare providers to organize large datasets, connecting multiple data sources into one central repository. This has numerous benefits, including better patient care, smarter decision-making, and improved metrics across departments. Importantly, these specialized analytics platforms ensure data access is restricted to the appropriate users.  **Data modeling and blending:** Healthcare analytics software promotes interoperability between different healthcare systems, taking disparate data sets and uncovering trends and connections. By employing advanced analytics, this software helps stakeholders make important decisions that impact clinical outcomes, revenue forecasting, and administrative procedures. As hospital systems navigate extensive regulatory frameworks, data modeling and blending bring together seemingly unrelated data and uncover weak points in a healthcare organization’s overall compliance strategy. **Data visualization:** Data visualization tools such as real-time dashboards, charts, and graphs help users hone in on the data that matters most. These tools can be further customized to display progress towards specific initiatives or monitor key performance indicators (KPIs) across departments. Reports can be generated and shared as needed, with automation features allowing regular reports to populate based on time or milestone triggers. **Self service:** Regardless of role or IT experience, self-service analytics allow any type of user to access the data insights they need at any time without support. This can be particularly handy for administrative staff such as scheduling, billing and claims, and triage staff, who may need access to analytics to make informed decisions under urgent timing. ### What are the Benefits of Healthcare Analytics Software? The following are the benefits of healthcare analytics software: **Better outcomes:** Analytics allows healthcare providers to tailor their approach to each patient, promoting stronger health outcomes. Healthcare analytics software can take historical data trends and apply them to present decisions, leading to smarter use of resources and more effective care coordination. An analytics platform can assess geographic region, income level, risk factors, and existing conditions to determine strategic community outreach for care. Every data point can play into clinical decision making.  **Improved revenue:** By reducing the likelihood of claim denials, healthcare analytics platforms can promote higher reimbursement rates from insurance companies and improve patient collection rates. These solutions can also identify areas of supply overspending and operational deficiencies that are contributing to budget shortfalls. **Improved productivity and decision making:** Healthcare analytics removes a lot of guesswork for healthcare staff, automating certain processes and empowering staff to solve problems more efficiently. These platforms can reduce errors, streamline care delivery, and generate more stable revenue. ### Who Uses Healthcare Analytics Software? **Clinicians:** Clinicians use healthcare analytics software to monitor population outcomes, determine appropriate, individualized treatment for patients, identify which patients are most likely to not adhere to treatment, and identify benchmarks for standardized treatment plans. They can also use this data to help reduce patient readmission, target specific populations that are overusing emergency services, and track vaccination efforts. **Administrators:** Administrators across scheduling, billing, and health information teams use healthcare analytics software to stay compliant, reduce errors in workflow, and optimize patient retention and revenue collection.  **Marketers:** Though not as common, marketing teams in healthcare organizations and companies can utilize healthcare analytics data to identify target groups for email and text engagement outreach, medical sales strategy, and community health initiatives. ### What are the Alternatives to Healthcare Analytics Software? While healthcare analytics software has multiple use cases, healthcare organizations may opt to use specialized analytics platforms that focus on one business function: [Healthcare compliance software](https://www.g2.com/categories/healthcare-compliance): Healthcare compliance software utilizes analytics to monitor ongoing progress against compliance programs and reduce the likelihood of fraud and abuse. This may include tracking the percentage of staff who have specific certifications or the number of HIPAA violations recorded over a certain period. [Healthcare supply chain software](https://www.g2.com/categories/healthcare-supply-chain) **:** Healthcare supply chain software uses analytics to improve efficiency in inventory and overall vendor spend. Hospital staff can use this software to identify the appropriate cadence for medical inventory restocking based on current patient trends and employ workflows to automate the ordering process. [Clinical decision support software](https://www.g2.com/categories/clinical-decision-support) **:** Clinical decision support software applies data analytics to EHRs to help healthcare providers make evidence-based decisions at the point of care. These solutions can provide information on treatment protocols, prompt questions on medication adherence, and provide tailored recommendations for health behavior changes. [Value-based reimbursement software](https://www.g2.com/categories/value-based-reimbursement) **:** Value-based reimbursement solutions can exist as software, service, or a hybrid of both; the latter allows healthcare software vendors to equip healthcare organizations with the analytics and expertise necessary to revamp existing reimbursement models. By deploying value-based reimbursement strategies, hospitals and health care practices can better and more accurately compensate for the services rendered to a patient. #### Software Related to Healthcare Analytics Software Related solutions that can be used together with healthcare analytics software include: [EHR software](https://www.g2.com/categories/ehr) **:** EHRs offer a tremendous amount of healthcare data for analytics platforms to utilize. Hospital systems can identify trends in prescriptions, diagnoses, demographic groups, and hospital asset usage, among numerous other data points. An analytics platform without a connected EHR would be useless to a hospital system. [Medical practice management software](https://www.g2.com/categories/medical-practice-management) **:** Medical practices, from small clinics to large hospital systems, can glean operational insights from their medical practice management software. They can assess how often appointments are scheduled and canceled by specific populations, the average length of time it takes patients to pay off bills, or how frequently specific procedures are performed. [Patient experience software](https://www.g2.com/categories/patient-experience-88bbaea1-3b81-4636-8255-4b3ab72d3675) **:** Patient experience software is managed with various software products aimed at patient engagement, case management, and relationship management. These solutions can work with healthcare analytics platforms to determine appropriate patient care strategies, improve patient safety and wellbeing, or even improve social media reputation for medical practices. [Population health management software](https://www.g2.com/categories/population-health-management) **:** Population health management depends upon data analytics to improve community health outcomes. Analytics enables healthcare providers to target individuals for outreach, monitor year-over-year progress for chronically ill communities, and improve value-based reimbursement by ensuring better health outcomes. [Healthcare learning management systems (LMS)](https://www.g2.com/categories/healthcare-learning-management-systems-lms) **:** Continued education is important for hospital staff to remain compliant with ever-changing healthcare regulations. Healthcare LMS tools make it easier for healthcare staff to receive and track the appropriate accreditations or certifications. Integration with a healthcare analytics platform allows administrators to monitor staff compliance with specific training requirements. [Revenue cycle management software](https://www.g2.com/categories/revenue-cycle-management) **:** Revenue cycle management relies on data analytics to ensure KPIs are met and that historical trends allow for proactive response to revenue cycle performance. A dedicated analytics platform can help benchmark revenue cycle performance against competitors and identify which specific portions of the process are performing well versus others. ### Challenges with Healthcare Analytics Software Software solutions can come with their own set of challenges.  **Complexity:** Depending on the scale of the healthcare organization, finding the right healthcare analytics platform and implementing it can be daunting. The need to integrate with all existing systems while ensuring the analytics platform can scale and be used by various staff at various levels of IT expertise can lead to an ever-growing list of requirements when searching for the right solution.  **Data security:** Healthcare analytics software ingests a staggering amount of sensitive health data. A data breach could be costly to healthcare providers and potentially dangerous for patients. A good analytics platform will enable appropriate data management standards to ensure sensitive data is not compromised and that all information is securely stored and backed up. **Lack of APIs** : Interoperability remains one of the biggest challenges for the healthcare industry. A healthcare analytics platform that can’t utilize APIs will have less data access compared to platforms that support APIs. This can impact population health initiatives, patient medical record access, and even healthcare software development. ### How to Buy Healthcare Analytics Software #### Requirements Gathering (RFI/RFP) for Healthcare Analytics Software If a healthcare organization is just starting out and looking to purchase its first healthcare analytics platform, or maybe an organization needs to update a legacy system--wherever it is in its buying process, G2.com can help select the best healthcare analytics platform. Given the broad use cases for healthcare analytics, an organization should identify the strongest areas for improvement as it begins identifying potential vendors. The organization should consider factors such as staff size, patient needs, and compliance concerns. Depending on these factors and many others, different healthcare analytics platforms will have varying success. #### Compare Healthcare Analytics Software Products **Create a long list** From meeting the business functionality needs to implementation, vendor evaluations are an essential part of the software buying process. For ease of comparison, after all demos are complete, it helps to prepare a consistent list of questions regarding specific needs and concerns to ask each vendor. **Create a short list** From the long list of vendors, it is helpful to narrow down the list of vendors and come up with a shorter list of contenders, preferably no more than three to five. With this list in hand, organizations can produce a matrix to compare the features and pricing of the various solutions.  **Conduct demos** To ensure the comparison is thorough, the user should demo each solution on the short list with the same use case and datasets. This will allow the organizations to evaluate like for like and see how each vendor stacks up against the competition. The organization should also identify specific reports that are frequently needed and see how the product’s data visualization tools work. Determine the quality of tech support that each vendor provides in the event that staff require additional support and onboarding. Understanding the data migration and deletion process at the start and end of a contract is also important. #### Selection of Healthcare Analytics Software **Choose a selection team** Before getting started, it's crucial to create a winning team that will work together throughout the entire process, from identifying pain points to implementation. The software selection team should consist of organization members with the right interest, skills, and time to participate in this process. It’s important to include team members across various roles, including health information management, IT, administrative, and clinical staff. All these roles will interact with a healthcare analytics platform differently, so it’s important to select a system that works for everyone. In smaller organizations, the vendor selection team may be smaller, with fewer participants multitasking and taking on more responsibilities. **Negotiation** Once the selection team has narrowed down their software picks, it’s time to discuss customization options, pricing, and the type of support needed from the vendor. It’s always important to address pricing options, even when they are listed on a vendor’s website. Many software vendors will provide discounts and custom pricing options based on what the buyer is looking to purchase.  **Final decision** After this stage, and before going all in, it is recommended to roll out a test run or pilot program to test adoption with a small sample size of users. The buyer can be confident that the selection was correct if the tool is well used and received. If not, it might be time to go back to the drawing board.