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Clinical Reasoning by McGraw Hill
McGraw Hill
Medical Education & Training
Clinical Reasoning by McGraw Hill is an AI-powered learning tool built on evidence-based content to prepare medical students to think like clinicians through lifelike AI-powered patient interactive encounters.

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About McGraw Hill

McGraw Hill is a global education science company that provides educational content, software, and services for students and educators across various levels, from K-12 to higher education and professional settings. They are recognized as one of the “big three” educational publishers. The company emphasizes that diverse experiences shape how people learn and teach, and supports each learner’s and institution’s unique path. McGraw Hill operates at the intersection of proprietary content, software, and data, leveraging artificial intelligence to deliver personalized learning experiences and drive positive outcomes throughout the entire learning lifecycle.

For physicians and medical professionals, McGraw Hill offers a leading professional division providing essential information and expert guidance across medicine, science, engineering, and technology. Their content is available in various formats, including innovative digital solutions designed to accelerate the learning process through engaging experiences. McGraw Hill has expanded its AI capabilities within its medical education solutions, introducing tools like “Clinical Reasoning by McGraw Hill” which provides AI-powered simulated patient encounters for medical students to practice diagnostic skills. They have also extended their AI Reader technology to “First Aid Forward,” a digital learning solution for medical students preparing for licensing examinations, allowing students to generate practice questions from highlighted text. These AI-powered tools aim to enhance personalized learning, improve comprehension, and support active engagement with course materials.

Focus Areas

Educational content digital learning tools adaptive technology AI in education medical education professional training K-12 education higher education

Business Intelligence

Key InvestorsPlatinum Equity, Apollo Global Management, Vector Capital
Partnershipsunknown
AcquisitionsEngrade (2014), Everyday Mathematics (2016), My Math (2017), Core-Plus Mathematics Project (2019), Kidaptive (2021), Achieve3000 (2021), Boards & Beyond (2022), essaypop (2025)
TechnologyConnect, ALEKS, SmartBook, AI-powered Patient Interactive Encounters, AI Reader, cloud-native

What Physicians Need to Know

Educational Content & Digital Learning Tools
McGraw Hill provides a vast library of authoritative and continuously updated educational content across K-12, higher education, and professional learning. This includes hundreds of leading medical textbooks, review questions, cases, videos, podcasts, infographics, and interactive 3D modules. Their digital learning tools, such as Connect and ALEKS, offer interactive lessons, independent practice, and progress tracking.
Adaptive Technology & Personalized Learning
A key differentiator is their adaptive learning technology, which personalizes the learning experience by assessing student knowledge, identifying gaps, and tailoring content and exercises to individual needs. Products like SmartBook and ALEKS use sophisticated algorithms and AI to adapt to learning patterns, provide targeted study paths, and help students focus on challenging topics.
AI in Education
McGraw Hill is actively integrating AI to enhance teaching, personalize learning, and drive better outcomes. Their AI tools include AI Reader for enhanced comprehension and engagement, and ALEKS, which is powered by over 25 years of machine learning for personalized learning experiences. They have also introduced AI-powered tools like 'Clinical Reasoning by McGraw Hill' for medical students, featuring patient interactive encounters to hone diagnostic skills.
Medical Education Specialization
McGraw Hill Medical, particularly through AccessMedicine and AccessWorldMed, offers trusted medical education resources for learners, faculty, and clinicians. These platforms provide unlimited access to expert content on- and off-campus, and on any device, covering basic sciences and clinical specialties. Resources include landmark texts like 'Harrison's Principles of Internal Medicine' and 'Goodman & Gilman's The Pharmacological Basis of Therapeutics,' as well as examination and procedural videos, board review notes, and animations.
Physician Tip

For physicians, McGraw Hill's AccessMedicine and AccessWorldMed platforms are invaluable for continuous learning, board exam preparation, and point-of-care reference. They offer a comprehensive digital library of leading medical textbooks, examination and procedural videos, self-assessment tools, and case studies across all medical specialties. The new AI-powered 'Clinical Reasoning by McGraw Hill' tool provides lifelike patient simulations, allowing medical students and professionals to safely practice and sharpen diagnostic skills. The ability to access authoritative, continuously updated content on any device ensures that physicians can stay current with the latest medical knowledge and best practices.

McGraw Hill's digital learning platforms, such as Connect and ALEKS, are designed for seamless integration with widely used learning management systems (LMS) like Blackboard Learn, Instructure Canvas, D2L Brightspace, and Moodle. They adhere to IMS Global's LTI Advantage standards, ensuring enhanced interoperability, data security, and a frictionless experience for users. Their data system, powered by the Standards and Skills Graph, integrates insights from core content, interim assessments, and adaptive technology to provide real-time proficiency tracking and personalized recommendations.

Products by McGraw Hill

1 product in the directory

Clinical Reasoning by McGraw Hill
McGraw Hill
Medical Education & Training
Clinical Reasoning by McGraw Hill is an AI-powered learning tool built on evidence-based content to prepare medical students to think like clinicians through lifelike AI-powered patient interactive encounters.

What the Web Says

McGraw Hill receives mixed to negative reviews for its educational products, particularly McGraw-Hill Connect and SmartBook, with many users citing technical issues, high costs, and a lack of effectiveness in learning. However, some users find the platforms helpful for accessing course materials and assignments. As an employer, McGraw Hill generally receives positive feedback regarding work-life balance, benefits, and company culture, though some employees express concerns about management, pay, and opportunities for advancement.

Overall: Mixed

Strengths

  • Adaptive learning technology in products like Connect and SmartBook can personalize the learning experience.
  • Connect offers a digital learning space for reading and practice.
  • Products can integrate with learning management systems like Canvas.
  • Connect provides auto-grading and easy-to-read reports for instructors.
  • Employees often cite good work-life balance and benefits.
  • Positive office culture and supportive management are mentioned by some employees.

Limitations

  • Frequent technical issues, errors, and unreliability with McGraw-Hill Connect.
  • Products, especially access codes, are considered expensive.
  • SmartBooks and assignments can be time-consuming and perceived as busy work, not always relevant to exams.
  • Poor user experience with the website and platform interface, described as vague, old, laggy, and inconsistent.
  • Customer service is often criticized as bad or unhelpful.
  • Some employees report issues with management, lack of clear communication, and low pay compared to the industry.
  • Freelancers have been required to pay a fee to get paid.

Based on reviews from: G2, Capterra, Reddit, Indeed.com, Comparably, Trustpilot

Last updated: 2026-08-06

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Frequently Asked Questions

McGraw Hill provides a range of digital learning tools and adaptive technologies designed for medical education and professional training, including platforms like AccessMedicine, which offers a vast library of medical textbooks, procedural videos, and self-assessment tools. Their adaptive learning solutions, often powered by AI, personalize the learning experience by identifying knowledge gaps and delivering targeted content to improve retention and mastery for healthcare professionals.
McGraw Hill leverages AI to enhance its educational content and platforms through features like adaptive learning paths, intelligent tutoring systems, and predictive analytics. For healthcare learners, this means more personalized study experiences, efficient identification of areas needing improvement, and data-driven insights for educators to better support student success in complex medical subjects.
For higher education in healthcare, McGraw Hill offers comprehensive solutions including textbooks, e-books, and digital platforms covering subjects from anatomy and physiology to pharmacology and healthcare management. Specific products like their Harrison's Principles of Internal Medicine are widely used in medical schools, and they provide resources tailored for nursing, allied health, and healthcare administration programs.
McGraw Hill offers robust support and training to healthcare institutions to ensure effective implementation and utilization of their digital learning solutions. This typically includes dedicated account managers, technical support, faculty training webinars, and resources to help educators integrate the platforms into their curriculum and maximize student engagement.
McGraw Hill maintains the compliance and accuracy of its medical education content through rigorous editorial processes, peer review by subject matter experts, and frequent updates to reflect the latest medical research and guidelines. They collaborate with leading medical professionals and institutions to ensure their materials are current, evidence-based, and meet the highest standards of accuracy.
McGraw Hill's pricing model for institutional use in healthcare typically involves licensing agreements for their digital platforms and content, often based on the number of users or specific institutional needs. They generally offer customized packages to accommodate varying requirements of medical schools, hospitals, and other healthcare organizations, and it's best to contact their sales representatives for detailed pricing and options.

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