Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Contents 1 Digital Therapeutics within the Digital Health Landscape: Foundational Aspects 1 2 Sector Perspective: Digital Therapeutics in Behavioral Health 17 3 Navigating the Code to Commercial Lifecycle of Digital Health Apps: Defining and Defending Your Strategy for Success 33 4 Designing and Delivering a DTx Clinical Research Program: No Need to Re-invent the Wheel 59 5 Statistical Designs for Developing Personalized Mobile Treatment Interventions 6 Statistical Approaches in the Development of Digital Therapeutics 7 Health Economics Aspects of Digital Therapeutics 161 99 121 8 Healthcare Data Ownership and Privacy: A Perspective for Digital Therapeutics 177 9 Building the Story of Scientific Evidence for Digital Therapeutics: Trials, Meta-Analysis, and Real-World Data 195 10 US Regulatory Pathways for Digital Therapeutics 219 v Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com We Don’t reply in this website, you need to contact by email for all chapters Instant download. 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Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com vi Contents 11 Building Digital Health and Therapeutic Solutions for the Future: What’s Required for Success? 245 12 Digital Therapeutics for Sleep and Mental Health 261 13 DTx for the NEXT three billion! 281 14 Akili: A Novel Approach to Clinical Intervention with Digital Therapeutics 293 15 SilverCloud Health: Online Mental Health and Wellbeing Platform 307 16 Digitally Augmenting Therapies: A DTx Opportunity for Pharma Portfolio Development 331 17 The Convergence of Digital Health Technologies: The Role of Digital Therapeutics in the Future Healthcare System 18 Decentralized Clinical Trials: A New Paradigm for New Medical Product Development and Digital Therapeutics 373 351 19 The Past, Present, and Future of Digital Therapeutics 405 Index 431 Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com List of Abbreviations ACCC: American Association of Community Cancer Centers ACP: Algorithm Change Protocol ADHD: Attention Deficit Hyperactivity Disorder AI: Artificial Intelligence AMCP: Academy of Managed Care Pharmacy BfArM: Bundesinstitut für Arzneimittel und Medizin-produkte BIA: Budget Impact Analysis BLA: Biologics License Application BMI: Body Mass Index BSM: Behavioral Sleep Medicine BYOD: Bring Your Own Device CAGR: Compound Annual Growth Rate CBA: Cost Benefit Analysis CBT: Cognitive-Behavioral Therapy CCPA: California Consumer Privacy Act CDC: Center for Disease Control and Prevention CDRH: Center for Devices and Radiological Health CEA: Cost-Effectiveness Analysis CED: Coverage with Evidence Development CEEs: Causal Excursion Effects CER: Comparative Effectiveness Research CFIUS: Committee on Foreign Investment in the United States CFR: Code of Federal Regulations CGM: Continuous Glucose Monitoring CM: Contingency Management CMA: Cost Minimization Analysis xi Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com List of Abbreviations xii CNS: Central Nervous System COI: Cost of Illness CONSORT: Consolidated Standards of Reporting Trials CPRA: California Privacy Right Act CPT: Current Procedural Terminology CRA: Community Reinforcement Approach CTTI: Clinical Trials Transformation Initiative CUA: Cost-Utility Analysis D2C: Direct-to-Consumer DALYs: Disability-Adjusted Life Years dCBT: Digital Cognitive Behavioral Therapy DCT: Decentralized Clinical Trial DHAs: Digital Health Apps DHCE: Digital Health Center of Excellence DiMe: Digital Medicine Society DPP: Diabetes Prevention Program DSME: Diabetes Self-Management Education DTx: Digital Therapeutics DVG: Digitale Versorgung Gesetz (Digital Healthcare Act) EAP: Expedited Access Pathway eCOAs: Electronic Clinical Outcome Assessments EDC: Electronic Data Capture EHR: Electronic Health Record eIC: Electronic Informed Consent ELR: Electronic Life Record EMA: European Medicines Agency EMR: Electronic Medical Record ESF: Evidence Standards Framework EudraCT: European Union Drug Regulating Authorities Clinical Trials Database FCC: Federal Communications Commission FDA: Food and Drug Administration Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com List of Abbreviations xiii FDASIA: Food and Drug Administration Safety and Innovation Act FDAMA: Food and Drug Administration Modernization Act FMEA: Failure Mode and Effects Analysis FTC: Federal Trade Commission GAD: Generalized Anxiety Disorder GCP: Good Clinical Practice GDPR: General Data Protection Regulation GEE: Generalized Estimating Equations GMLP: Good Machine Learning Practice GRADE: Grading of Recommendations, Assessment, Development, and Evaluation HCDM: Healthcare Decision Maker HCP: Healthcare Professional HDI: Human Development Index HIPAA: Health Insurance Portability and Accountability Act HITECH: Health Information Technology for Economic and Clinical Health Act HRU: Health Resource Utilization HSE: Health Service Executive HTA: Health Technology Assessment HTN: Hypertension IADL: Instrumental Activities of Daily Living IAPT: Improving Access to Psychological Therapies ICH: International Conference on Harmonization IDEs: Investigational Device Exemptions IMDRF: International Medical Device Regulators Forum ICER: Incremental Cost-Effectiveness Ratio ICH: International Council on Harmonisation IDNs: Integrated Delivery Networks IF: Impact Factor IMP: Investigational Medical Product IoT: Internet of Things IP: Intellectual Property Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com List of Abbreviations xiv IPO: Initial Public Offering IPD-MA: Individual Participant Data Meta-Analysis IRB: Institutional Review Board IRT: Imagery Relief Therapy IS: Implementation Science ISL: Integrated Scientific Learning ISRCTN: International Standardised Randomised Controlled Trial Number LMICs: Low and Middle-Income Countries LoC: Level of Concern MADRS: Montgomery-Åsberg Depression Rating Scale MDCG: Medical Device Coordination Group MDD: Major Depressive Disorder MDDS: Medical Device Data System MDR: Medical Devices Regulation MDUFMA: Medical Device User Fee and Modernization Act MEE: Marginal Excursion Effect MHRA: Medicines and Healthcare Products Regulatory Agency ML: Machine Learning MRC: Medical Research Council MRT: Micro-Randomized Trial MS: Multiple Sclerosis MVF: Mirror Visual Feedback NAI: National Advertising Initiative NDA: New Drug Application NHRIC: National Health-Related Item Code NHS: National Health Service NICE: National Institute of Health and Care Excellence NIDA: National Institute on Drug Abuse NIH: National Institutes of Health NIMH: National Institute of Mental Health NSE: Not Substantially Equivalent Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com We Don’t reply in this website, you need to contact by email for all chapters Instant download. 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Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com List of Abbreviations xv OOP: Out-of-Pocket OTC: Over-the-Counter PBM: Pharmacy Benefit Managers PD: Pharmacodynamics PDT: Prescription Digital Therapeutics PHI: Protected Health Information PICOT: Population, Intervention, Comparison, Outcome, Time PK: Pharmacokinetics PMA: Premarket Approval PMPM: Per Member Per Month PMx: Pharmacometrics PRISMA: Preferred Reporting Items for Systematic Reviews and Meta Analyses P&T: Pharmacy & Therapeutics PTSD: Post-Traumatic Stress Disorder QALYs: Quality-Adjusted Life Years QMS: Quality Management System QSP: Quantitative Systems Pharmacology RCT: Randomized Controlled Trial R&D: Research & Development RDT: Randomized Discontinuation Trial ROI: Return-on-Investment RWD: Real-World Data RWE: Real-World Evidence SaMD: Software as a Medical Device SARA: Substance Abuse Research Assistant SCED: Single-Case Experimental Design SCRIBE: Single-Case Reporting Guidelines in Behavioural Interventions SDK: Software Development Kit SE: Substantially Equivalent SI: Substantive Interaction SDLC: Software Development Life Cycle Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com List of Abbreviations xvi SPIRIT: Standard Protocol Items: Recommendations for Intervention Trials SPS: Software as a Medical Device Pre-Specifications SSRI: Selective Serotonin Reuptake Inhibitor STROBE: Strengthening the Reporting of Observational Studies in Epidemiology T2DM: Type 2 Diabetes Mellitus TAU: Treatment-as-Usual TES: Therapeutic Education System TGA: Therapeutic Goods Administration TOVA: Tests of Variables of Attention TPLC: Total Product Lifecycle UCD: User-Centered Design V&V: Verification and Validation VFM: Value for Money VR: Virtual Reality WHO: World Health Organization Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com 1 Digital Therapeutics within the Digital Health Landscape: Foundational Aspects 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 1.10 1.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . What Are Digital Therapeutics? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Digital Therapeutics in the Digital Health Technology Product Spectrum . . . Matching Digital Technologies to Needs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1.4.1 Appropriate Product Purpose . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1.4.2 Appropriate Environment of Use . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1.4.3 Appropriate Phase of Care . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Ensuring Product Safety and Efficacy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . How Do Digital Therapeutics Provide Value? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . How Can Digital Therapeutics Be Used in Clinical Practice? . . . . . . . . . . . . . . . . 1.7.1 Assessing Appropriate Utilization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1.7.2 Providing Product Access . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1.7.3 Utilizing Actionable Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1.7.4 Ensuring Practice Integration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Gaps in Care to Be Addressed . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1.8.1 Existing Clinical Care Needs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1.8.2 Healthcare Disparities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . COVID-19 Era Lessons . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Looking to the Future . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . About the Author . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 2 3 5 6 6 6 7 8 9 9 10 11 11 12 12 13 14 15 16 Introduction While the philosophy of medical care has remained relatively consistent for centuries, treatment options have continued to evolve with successive scientific discoveries and technological improvements. New medicine and treatment modalities directly influence medical practices, expand clinicians’ ability to deliver enhanced patient care, and provide patients with access to entirely new treatment options. Enhanced therapeutic modalities also broaden the types of medical conditions that may be addressed by clinicians, employers, and payors as they proactively provide patient populations with care options that were previously unavailable—both in terms of clinical and geographic reach. This chapter expounds on digital therapeutics (DTx)—software-based treatment modalities that deliver therapeutic interventions directly to patients. Section 1.2 defines digital therapeutics and describes foundational principles that any DTx product should satisfy. Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com 2 DTx within the Digital Health Landscape: Foundational Aspects Section 1.3 describes digital therapeutics within a broader class of digital health products. Section 1.4 presents some important considerations on the use of digital health technologies in general and digital therapeutics in particular. Section 1.5 outlines existing best practices on the standards of evidence for digital therapeutics. Section 1.6 describes the potential merits of digital therapeutics, and Section 1.7 presents some considerations on how DTx products can be used in practice. Section 1.8 describes existing gaps in clinical care that may be filled by digital therapeutics, and Section 1.9 corroborates these ideas in the COVID-19 pandemic crisis. Finally, Section 1.10 concludes with some insights into the future of digital therapeutics. 1.2 What Are Digital Therapeutics? Industry leaders provide the following definition:1 Digital therapeutics (DTx) represent a subcategory of digital health technologies that deliver therapeutic interventions directly to patients using evidence-based, clinically evaluated software to treat, manage, and prevent a disease or disorder. They are used independently or in concert with medications, devices, or other therapies to optimize patient care and health outcomes. DTx products incorporate advanced technology best practices relating to design, clinical evaluation, usability, and data security. They are reviewed and cleared or certified by regulatory bodies as required to support product claims regarding risk, efficacy, and intended use. Digital therapeutics empower patients, clinicians, and payers with intelligent and accessible tools for addressing a wide range of conditions through high quality, safe, and effective data-driven interventions. Software content and algorithms in digital therapeutics directly impact the targeted aspects of medical diseases and disorders, like how active pharmaceutical ingredients are responsible for the drug’s mechanism of action and in-person therapies deliver transformative clinical changes. As digital therapeutics are increasingly incorporated into medical practice and become available to patients and caregivers, end-users need to understand the nature of these products and the associated medical claims. Any product claiming to be a digital therapeutic must have properties that adhere to the following foundational principles:1 • Prevent, manage, or treat a medical disorder or disease. • Produce a medical intervention that is driven by software. • Incorporate design, manufacture, and quality best practices. • Engage end-users in product development and usability processes. • Incorporate patient privacy and security protections. • Apply product deployment, management, and maintenance best practices. • Publish trial results inclusive of clinically meaningful outcomes in peer-reviewed journals. 1 Digital Therapeutics Alliance. “Digital Therapeutics Definition and Core Principles” Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at DTx in the Digital Healthetutorsource@gmail.com Technology Product Spectrum 3 FIGURE 1.1 Current DTx clinical targets. This list will continue to evolve as the industry grows. • Be reviewed and cleared or certified by regulatory bodies as required to support product claims of risk, efficacy, and intended use. • Make claims appropriate to clinical evaluation and regulatory status. • Collect, analyze, and apply real-world evidence and/or product performance data. Digital therapeutics can provide personalized, remote treatment options for conditions that have previously been untreated or not adequately addressed through traditional therapies (Figure 1.1). They may also enhance the impacts of—or optimize the use of—traditional medications, in addition to addressing specific comorbidities, side effects, or affiliated conditions to offer a more complete and well-rounded therapy. While some DTx products may provide a standalone treatment, others directly enhance, support, or optimize current medical therapies. DTx product quality extends from the components and processes used to manufacture digital therapeutics to the systems relied on to ensure patient safety, all the way through to the outcomes achieved by these therapies. Patients, clinicians, and decision-makers can use these principles as a guide to understand and evaluate the quality of digital therapeutic products while also protecting against the risk of counterfeit, unproven, or potentially harmful products. 1.3 Digital Therapeutics in the Digital Health Technology Product Spectrum Digital health technologies (DHTs) have been available to patients for over a decade. These technologies continue to evolve and increase their collective ability to address Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com We Don’t reply in this website, you need to contact by email for all chapters Instant download. Just send email and get all chapters download. Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com You can also order by WhatsApp https://api.whatsapp.com/send/?phone=%2B447507735190&text&type=ph one_number&app_absent=0 Send email or WhatsApp with complete Book title, Edition Number and Author Name. Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com 4 DTx within the Digital Health Landscape: Foundational Aspects fundamental problems within the healthcare industry. The World Health Organization’s 2019 Recommendations on Digital Health Interventions for Health System Strengthening state:2 . . . digital technologies provide concrete opportunities to tackle health system challenges, and thereby offer the potential to enhance the coverage and quality of health practices and services. There are numerous ways to categorize and classify DHTs. Figure 1.2 provides one representation of this growing industry.3 Notably, this chart does not assign a hierarchy to the digital health technology categories. Each category is governed by different sets of evidence and regulatory requirements, but no category is more or less valuable to the advancement of health and healthcare. Additionally, although digital therapeutics deliver patient-facing interventions, they can provide clinical decision-makers with a wide range of insights related to therapy outcomes and next steps. FIGURE 1.2 Digital health technology categories (Source: Digital Therapeutics Alliance. “Digital Therapeutics: Reducing Rural Health Inequalities”). 2 World Health Organization. “WHO Guideline: recommendations on digital interventions for health system strengthening” 3 Digital Therapeutics Alliance. “Digital Therapeutics: Reducing Rural Health Inequalities” Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Matching Digital Technologies to Needs 5 Over the past decade, DHTs have become significantly diversified in product claims, purposes, safety, and levels of clinical evidence. For instance, digital technology has long been used to record patient-reported outcomes related to symptoms or triggers related to sleep problems (e.g., wellness apps). A subsequent generation of DHTs introduced the ability for patients to utilize clinical-grade wearables to track digitally captured sleep measures to better monitor and diagnose sleep disorders (e.g., remote patient monitoring, diagnostic products). The next generation of DHTs—digital therapeutics—can provide clinically validated cognitive-behavioral therapy (CBT) to treat chronic sleep problems and insomnia directly. This set of examples demonstrates that each DHT product type serves a different purpose and must be used accordingly. In an environment where some products present more significant levels of risk (and opportunity) than others, patients and clinicians should begin to understand what each product is designed to do, whether it is safe and effective, and the degree of privacy protection it provides. For example, popular patient-facing wellness and lifestyle products often do not require clinical evidence or regulatory oversight to be on the market. In comparison, diagnostic, monitoring, and therapeutic interventions require varying degrees of evidence and oversight to demonstrate product safety and efficacy. These factors are increasingly important for end-users to understand as they face the difficult decision of determining which products best meet their needs (Figure 1.3). Patients Clinicians Payers Regulators should understand: should understand: should understand: should understand: • What am I using? • Why am I using it? • How will it help? • Has someone verified it is safe and effective? • What should I expect? • Does this provide actionable data or insights? • Is it necessary for me to prescribe this? • How does it relate to other treatments? • What type of product are we covering? • How will it benefit patients? • How do we measure engagement? • What type of value and clinical outcomes should we expect? • What level of risk does each product pose to patients? • What is the appropriate level of regulatory oversight? FIGURE 1.3 Considerations on digital health technologies and digital therapeutics for patients, clinicians, payers, and regulators. 1.4 Matching Digital Technologies to Needs Patients, clinicians, and enterprises can experience the full spectrum of intended benefits derived from DHTs when products are used for the appropriate purpose, in the appropriate environment, and during the appropriate phase of care. If a mismatch occurs between technology and its clinical or system-level intended use, it will provide reduced value and introduce unexpected or undesired outcomes. In what follows, we describe some essential considerations on the use of DHTs in general and digital therapeutics in particular. Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com 6 DTx within the Digital Health Landscape: Foundational Aspects 1.4.1 Appropriate Product Purpose Not all medications are the same, nor are all digital health technologies. A product intended to remind patients to take their medication every morning is different from a product designed to calculate a personalized insulin dose. Once the intended use of a DHT is understood, decision-makers can identify the end-user target population, provide appropriate access, and derive the full benefit of the product. To ensure that DHTs are used appropriately to support clinicians and provide targeted care to patients, one should match exact clinical needs to each technology’s capability. For example, remote patient monitoring or diagnostic tools may be most helpful if a clinician needs to better assess a patient’s condition outside of a clinic setting. Suppose the clinician connects with patients who cannot travel to their office for an in-person visit. In that case, utilizing a telehealth platform becomes a vital technology resource. Finally, suppose a clinician needs to deliver active care to patients between or beyond an in-person or virtual visit. In that case, a digital therapeutic may be the best way to advance therapy further. 1.4.2 Appropriate Environment of Use Digital health technologies also enable the expansion of medical care outside of a traditional clinic environment. During the COVID-19 era, clinicians quickly adopted telemedicine to meet with their patients remotely when in-person visits were not a viable option. In line with the industry-wide expansion of telehealth, clinicians expanded their use of remote monitoring tools and digital therapeutics to provide active monitoring and clinical care for patients with chronic diseases and behavioral health conditions in between and in preparation for traditional or virtual care visits. Products such as remote monitoring and digital therapeutics enable the monitoring and delivery of high-quality care in previously non-traditional settings, foremost of which is the patient’s home environment. To identify the appropriate environment of use, one should primarily determine whether a product is intended to support a patient, clinician, or health system. In addition, some setting-specific considerations should apply. For example, patient-facing wellness and support products are most frequently intended for personal use and do not produce clinicalgrade data. In this circumstance, it is rare for clinicians to utilize this data in clinical practice and decision-making. However, if the DHT generates and provides clinical-grade data, then a clinician must understand whether that data is provided as baseline background information or whether it is actionable data for clinical decision support and therapy optimization. In parallel, patients must understand whether data generated by the digital product they are using provides “helpful to know” insights versus data that should be acted upon to maintain therapeutic outcomes. Patients and caregivers must also be informed of what types of data generated by their DHTs are being shared with clinicians and other healthcare decision-makers. Across all DHT product types, patients, clinicians, and decision-makers need to understand which environments the DHT is intended to be used, data generated by the product, and which outcomes are shared between patient use environments and clinical settings. 1.4.3 Appropriate Phase of Care It is not only important to match the product’s intended use and environment of care to the end user’s clinical need but also the product’s functionality during the various phases of clinical care. Digital health technologies can support, supplement, or optimize the following phases of healthcare: Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at Ensuring Product Safety etutorsource@gmail.com and Efficacy 7 • Direct, supervised care—the period of time when patients receive active, personalized care from a clinician (e.g., in-person or virtual care encounters). • Maintenance period —the period of time when patients self-manage their condition and/or carry out recommendations provided by a clinician (e.g., taking medications, completing exercises). • Self-directed, autonomous care—the period of time when patients are not under the direct supervision of a clinician and/or are not being actively treated by a clinician or healthcare professional. Depending on their purpose, digital health technologies will provide differing levels of value during the different phases of healthcare. For instance, during the “direct, supervised care” phase, clinicians may rely on clinical decision support tools or digital diagnostics to obtain reliable information that can be applied to clinical care, thereby enabling the ability to triage patients, assess health status, and improve the delivery of care. During the “maintenance period,” patients can rely on digital therapeutics to receive personalized remotely-delivered therapies to continue disease treatment or self-manage their conditions. During the “self-directed, autonomous care” phase, patients may use activity and fitness trackers, wellness apps, preventative behavior change tools, wearables, or sensors to track their health status or monitor for potential condition flares or disease state changes, or digital therapeutics. These options enable patients and clinicians to appropriately determine if or when an escalation of care is necessary. Once end-users understand the purpose of the product, its appropriate environment of use, and its role during the multiple phases of healthcare, it is possible to optimize both the product’s value and the related healthcare outcomes. 1.5 Ensuring Product Safety and Efficacy Digital therapeutics should be held to similar standards of evidence as other medical products. Essential considerations in the evaluation of DTx products include selecting the proper trial design, utilization of standardized endpoints, alignment with Good Clinical Practices (GCP), and appropriate reporting of outcomes. Some additional evidence-related best practices for digital therapeutics are:4 • Adherence to rigorous clinical evidence generation, analysis, and application standards throughout the DTx product lifecycle. • Conducting one or more adequately-powered, well-controlled, fit-for-purpose clinical trials in the target population. • Publication of trial results in peer-reviewed journals. • Monitoring and analyzing real-world outcomes and product performance data to ensure ongoing product safety, efficacy, quality, and improvement. • Implementing a proactive approach to surveillance, assessment of user needs, and continuous learning. 4 Digital Therapeutics Alliance. “DTx Product Best Practices” Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com 8 DTx within the Digital Health Landscape: Foundational Aspects From a regulatory perspective, DTx products are subject to various frameworks depending on the region they are manufactured and utilized in. These regulatory frameworks are rapidly evolving to accommodate digital therapeutics’ review and appropriate approval. While numerous regulatory jurisdictions regulate digital therapeutics as a medical device, categorizing them as Software as a Medical Device (SaMD),5 others recognize DTx products as standalone medical devices or as companion products. Additionally, some jurisdictions exert enforcement discretion over certain DTx product types. These regulatory categorizations and frameworks are based on the level of risk associated with each product’s claim and intended use. Regulatory-related best practices for digital therapeutics include:4 • Compliance with oversight provided by each national regulatory agency or notified body, including review of medical claims of safety and efficacy. • Registration with the applicable regulatory agency or notified body in each jurisdiction the product is being used and compliance with all manufacturing requirements. • Undergoing a risk-based assessment by bodies responsible for market authorization when appropriate to evaluate product safety, claims, and efficacy. • Ensuring that product claims are appropriate to clinical validation, regulatory status, and marketing authorization. • Adherence to labeling and advertising regulations under appropriate authorities, including all labels and other written, printed, or graphic matter accompanying or associated with the product. National and international frameworks that represent digital therapeutics must become more harmonized. Without this, healthcare decision-makers and policymakers do not have consistent ways to define, assess, and realize the value of digital therapeutics and other digital health technologies. The impacts of this are wide-reaching. If specific technologies are left out of frameworks or miscategorized, this may result in technologies not being introduced into various geographic or economic regions, but health systems will also not achieve their optimal value if products are presented without consideration of the broader digital health ecosystem. 1.6 How Do Digital Therapeutics Provide Value? Across the DTx industry, individual products can address patient, caregiver, clinician, and payor needs.6 • Addressing patients’ needs and goals. DTx products can offer personalized therapeutic interventions, considering patients’ needs and abilities, work or education schedules, language, cultural aspects, and other characteristics. They can often be accessed securely through patient-owned devices such as smartphones and tablets. These products can provide meaningful insights on patients’ goals, engagement, quality of life measures, and disease state outcomes. In addition, some DTx products can optimize treatment, reduce reliance on certain medications, and lower the stigma associated with the delivery of specific traditional therapies. 5 IMDRF (International Medical Device Regulators Forum). “Software as a Medical Device (SaMD)” 6 Offerings provided by individual digital therapeutics may differ based upon product indication. Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com We Don’t reply in this website, you need to contact by email for all chapters Instant download. Just send email and get all chapters download. Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com You can also order by WhatsApp https://api.whatsapp.com/send/?phone=%2B447507735190&text&type=ph one_number&app_absent=0 Send email or WhatsApp with complete Book title, Edition Number and Author Name. Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com How Can Digital Therapeutics Be Used in Clinical Practice? 9 • Expanding therapeutic options. Digital therapeutics can address a broad range of behavioral, mental, and physical diseases and disorders. Some DTx products may complement other therapeutic interventions, including medications, clinician-delivered therapies, and services. Ultimately, digital therapeutics may bring expanded access to evidence-based medical treatments locally, nationally, and globally. • Improving patient and population health outcomes. Digital therapeutics can enhance patients’ understanding, management, and ways of engagement in their healthcare. Real-world studies of digital therapeutics aim at demonstrating product effectiveness in various target populations. Such studies generate important data on product use, patient-reported outcomes, and clinical outcomes. With modern information technology and advanced data analytics, it is possible to facilitate frequent and secure updates on DTx product utility in real-world settings, providing patients, caregivers, and clinicians the means to make intelligent healthcare decisions. • Extending active delivery of care. Digital health technologies and digital therapeutics can be implemented in the context of traditional or novel clinician-delivered care models. They can expand the ability to provide clinical-grade, personalized therapies to patients in their home environment. Further, they can improve access to therapy options for previously untreated or undertreated conditions, thus filling critical patient care gaps. • Achieving economic benefits. There is increasing evidence that digital therapeutics can make effective, patient-centered treatments accessible and scalable at a relatively low cost. The financial burden of certain medical conditions may be decreased by reducing overall costs, emergency room visits, and other in-person healthcare encounters. Prevention of disease exacerbations may reduce unnecessary expenses and chronic disease-related hospitalizations. • Supporting user-resourced settings. Digital therapeutics offer an opportunity to increase population exposure to effective and engaging treatments without requiring an equivalent workforce expansion. Digital health technologies bring novel and efficient ways to support healthcare teams in settings with varying degrees of healthcare infrastructure. 1.7 How Can Digital Therapeutics Be Used in Clinical Practice? Due to the broad range of medical needs that can be addressed by digital therapeutics and the diverse set of delivery mechanisms, it is impossible to state the only way DTx products should be used in practice. While some critical considerations (e.g., those related to appropriate utilization, product access, and data generation) apply to all digital therapeutics, other considerations may apply only to the DTx products used in the context of clinical practice (where a clinician’s engagement is essential). 1.7.1 Assessing Appropriate Utilization Digital therapeutics create new treatment and self-management options for behavioral health and chronic disease populations. Of primary concern to clinicians is the clear understanding of which disease or condition the DTx product is indicated to treat, manage, or prevent. It is also essential to determine if the therapy is intended to be used independently, in tandem with in-person or remote clinician-delivered treatment, and/or paired Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com 10 DTx within the Digital Health Landscape: Foundational Aspects Is this DTx product being used for the: Right indication? Which disease or medical disorder does the product have an indication to treat, manage, or prevent? Right patient? For which patient populations does this product offer targeted, evidence-based, clinically evaluated therapies? Right therapy? Should the product be used independently, or with medications, devices, or other therapies? Does it align with the patient’s current care? Right timing and frequency? What is the appropriate timing, duration, and frequency of therapy use? For a time-limited therapy, when does it need to be reassessed, escalated, or stopped? Right language? Is product content available to the patient in a familiar language and with appropriate cultural references? Right outcome documentation? What clinical outcomes are collected by the product and shared pending patient-granted permissions with end users, caregivers, and clinicians? Right response to therapy? How are real-world data leveraged to detect clinical outcomes and success of therapy? How is data used to demonstrate product utilization and engagement? Right evaluation? How are actionable insights able to be leveraged by clinicians to assess and optimize overall therapy? FIGURE 1.4 “DTx Rights” to ensure that DTx products are used appropriately. with medications, devices (e.g., sensors, glucometers), or other therapies to optimize patient outcomes. Given numerous factors that need to be considered before patient use, particularly for products requiring clinician authorization, clinicians may wish to consider the following “DTx Rights” to ensure that DTx products are used appropriately and that the right care is delivered at the right time (Figure 1.4). 1.7.2 Providing Product Access Digital therapeutics are designed to meet specific patient needs at specific times. Patient access to DTx products may be granted through 1) prescription from a qualified healthcare provider; 2) authorization or referral by a clinician or payor; 3) eligibility determination via a validated screening tool or clinical guideline; 4) delivery of an activation code via a payor or employer; etc. Many DTx products do not require authorization or direct engagement from a clinician. However, the products used in clinical settings generally align with clinical guidelines, are integrated into health systems and are used in the context of patients’ current care plans. In any case, before patients and caregivers can utilize DTx products, it is critical to ensure that access is provided to end-users at the appropriate time. The Digital Therapeutics Alliance (DTA)—an international non-profit trade association—collaborates with members and industry stakeholders to develop more detailed frameworks on product access and scalability. For DTx products that seek third-party coverage, the following considerations may be helpful for healthcare decision-makers: • What type of third-party payor does the patient receive access through? (e.g., public payor, private payor, employer, pharmacy benefit manager) • What form of screening and/or assessment process does the patient need to assess the appropriateness of therapy and relevant access to the product? (e.g., clinician authorization, third-party review, validated screening tool) Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com How Can Digital Therapeutics Be Used in Clinical Practice? 11 • If clinician authorization is necessary, what level of authorization is needed for appropriate patient access? (e.g., prescription, referral, recommendation) • How does the patient access the product shell? (e.g., download from an app store, emailed link generated through electronic health record (EHR)) • How does the patient formally access the product? (e.g., product activation code delivered by a third party, dispensed through a pharmacy, provided by the product manufacturer or vendor) • What type of device does the patient use to access the therapy? (e.g., patient smartphone, tablet, computer, VR headset) • Are additional components may be necessary to optimize the product’s value? If so, how do patients access these components? (e.g., wearables, sensors, hardware, affiliated medical devices) Additional patient access considerations include the product’s ability to integrate with other technology platforms, scalability, clinical appropriateness, patient engagement and sustainability, and privacy and security requirements. 1.7.3 Utilizing Actionable Data Digital therapeutics can automatically capture real-world data and generate patientspecific metrics such as clinical outcome measures, product functionality, patient and clinician product utilization, etc. (Figure 1.5). This data may be applied back to patient care in various ways. Patients and caregivers may use this data to understand their progress better and directly correlate reported outcomes with the visible progress being made. In the case of outcomes stagnation, patients can share datasets with their clinicians to better determine how to modify therapy. Clinicians may use actionable clinical reports to gauge the degree of patient progress and appropriately adjust treatment plans. Where appropriate, data may also be used to optimize affiliated medication-delivered or in-person therapies, prevent disease state exacerbations, or reduce otherwise unnecessary hospitalizations. Payors and employers may use real-world data to assess the value being provided to patients, caregivers, and clinicians regarding improved health outcomes, reduced overall healthcare utilization costs, and individual and population health benefits. From a population health perspective, data generated by DTx products may be aggregated to track progress or compare aggregate outcomes within target subpopulations (e.g., based upon patient disease state, level of disease severity, geographic location, age, gender). This information may be used to directly improve the product’s functionality, provide more targeted assistance to key populations, or influence social determinants of health factors that may cause impediments to therapy. 1.7.4 Ensuring Practice Integration Not all digital therapeutics require or benefit from integration into clinical practice. However, those that do are increasingly represented in clinical guidelines and are integrated into clinical workflows and EHRs. Such integration enables products to function alongside other therapeutic interventions in complex treatment protocols and be recommended, authorized, or prescribed as independent therapies, in concert with medications and devices, or used with other interventions. For those products that require direct clinician engagement, potential roles that clinicians may undertake are: Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com 12 DTx within the Digital Health Landscape: Foundational Aspects Clinical measures • • • • • • • • • Patient and clinician utilization Clinical outcomes (e.g., respiratory control, mobility, mental health status) Digital endpoints (e.g., measures not previously available or assessed) Digital biomarkers (e.g., walking gait, joint mobility) Standardized patient assessments (e.g., GAD-7, PHQ-9) Patient-reported outcomes (PROs) (e.g., validated outcome measures, disease state triggers, pain perception) Physiologic data via associated sensors and hardware (e.g., pulse, breathing rates, blood pressure) Insight on related therapies (e.g., medication use and dosages, adherence patterns) Degree of disease state severity and change (e.g., condition improvement, deterioration) Other: _____________________ • • • • • • • • • Patient engagement (e.g., time, frequency, duration of product utilization) Patient onboarding (e.g., consent documentation, patient/caregiver training, patient preferences) Patient utilization (e.g., registration, downloads, screen time usage, long-term retention) Patient adherence (e.g., completed vs. recommended modules, exercises, or lessons) Patient open-ended comments (e.g., patient preferences, satisfaction, surveys) Clinician inputs (e.g., prescribing parameters, authorization and discontinuation orders) Clinician engagement (e.g., registrations, initial and ongoing activity) Patient-clinician communications (e.g., scheduling, messaging) Other: _____________________________________ Product functionality • • • • • Product performance (e.g., product up/down time, internet connectivity) Analytics (e.g., system or product performance, efficiency) Quality measures (e.g., HEDIS, CAHPS measures) End user satisfaction measures (e.g., product acceptability, perceived helpfulness) Other: _________________________________________ FIGURE 1.5 Various types of data that can be generated by digital therapeutics. • Initial assessment of the product’s intended use, safety, and efficacy. • Product authorization for patients access (e.g., prescription, referral). • Dispensing or distributing the product. • Patient education related to product purpose and anticipated outcomes. • Product onboarding (e.g., logistical product use considerations). • Review and assessment of patient-specific data and outcomes. • Optimizing therapy following an evaluation of clinical outcomes. Depending on the DTx product, specific actions listed above may be provided by the DTx manufacturer or other affiliated companies. For tasks completed by a clinician or qualified support personnel, it is important to appropriately recognize these individuals for the time spent working with patients to enable optimal therapeutic value. 1.8 Gaps in Care to Be Addressed 1.8.1 Existing Clinical Care Needs Even during the best of times, healthcare systems face significant gaps in care related to mental health, behavioral, and chronic conditions. Cognitive and behavioral health needs are increasingly being recognized, but access to mental healthcare providers and services often remains a challenge for patients. Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Gaps in Care to Be Addressed 13 In the context of chronic diseases and a pandemic era such as COVID-19, gaps in care include vulnerable populations’ lack of access from the safety of their homes to clinicallyvalidated therapies that align with clinical guidelines and current standards of care. The usual burdens faced by patients with chronic conditions are compounded during pandemic periods by food chain disruptions, limitations on physical activity, and redistribution of healthcare resources toward more acute or infectious issues. Consequently, patients have a greater risk of worsening, relapsing, or requiring in-person care when they do not have access to ongoing active clinical care. Before the emergence of digital health technologies, traditional infrastructure has revealed: 1) lack of therapy options that are provided to patients in their own environment and according to their schedule availability; and 2) scarcity of platforms that enable clinicians to better engage with patients, obtain objective and subjective measurements, and provide optimal therapy. 1.8.2 Healthcare Disparities Digital therapeutics have the potential of addressing critical problems related to access and personalized therapies. Examples of these healthcare disparities include: • Economic disparities, such as the inability to pay for or access in-person clinical services. • Cultural and language differences, resulting in patients not receiving care from clinicians due to not incongruences in the content and methods of communication. • Geographic settings, in which urban and rural populations face different but significant disadvantages in accessing timely and reliable healthcare. • Age or mobility hindrances, such that the ability to physically travel from a home environment to in-person medical visits are greatly limited. • Disease state disparities, by which not all conditions have a sufficient depth and breadth of treatments available to address the multiple aspects of comorbidities associated with each physical, mental, or behavioral disorder. • Work-life circumstances, where patients with multiple jobs or family responsibilities may have difficulty scheduling and attending appointments, in addition to completing prescribed therapeutic regimens. Additional disparities are related to patients’ potential inability to have full access or continue in-person care once it is initiated. Patients face the ongoing cost of care, lack of consistent access to primary care providers or specialists, and inability to undertake all prescribed therapies. Other disparities may emerge depending on which type of payor is (or not) covering patient access to medical care. Since employers, private payors, and public payors have vastly different approaches in developing insurance coverage policies, patients with varying forms of coverage are likely to have different degrees of access to clinicians, medications, and digital technologies. Disparities related to access to direct clinical care include the type of disease a patient has and its likelihood of progressing or escalating before the patient has the opportunity to visit their clinician. This particular disparity is more nuanced than the others but equally important since the pace of clinical care must be at least as (or more) dynamic as the disease state being addressed. If a patient first presents to a clinician with an advanced medical condition, they will require more frequent visits and “touchpoints” with their clinical team, Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com 14 DTx within the Digital Health Landscape: Foundational Aspects potentially more than what is typically possible in an in-person format. Rarely do disease state fluctuations or escalations occur in direct alignment with patient visits scheduled every six, twelve, or more months. In response to these disparities, clinicians should have access to technologies that enable them to provide care to patients during critical times when therapies need to be escalated, de-escalated, or changed altogether. In-person visits alone do not sufficiently address these issues. If stagnation occurs amid a highly dynamic clinical situation, patient outcomes and quality of life will likely worsen. Traditionally underserved populations do not always have the same access to clinical care as is often required to titrate disease states therapies appropriately. Such individuals should be granted access to technologies that can identify critical points in disease state shifts, provide therapeutic interventions between clinician visits, and guide them through changing disease state factors. Software-based products can offer scalability and reachability that traditional healthcare service models haven’t provided thus far. 1.9 COVID-19 Era Lessons During the COVID-19 crisis—a time marked by extended periods of quarantine and physical distancing, plus overwhelmed hospitals and shuttered outpatient clinics—many patient populations have often been unable to receive in-person care for non-COVID medical needs. People with chronic medical conditions such as diabetes, lung disease, and heart disease, in addition to those facing existing disparities and inequities in healthcare access, were at an increased risk of being hospitalized with COVID-19. In parallel, patients with anxiety, depression, cognitive impairments, and other mental health conditions faced new challenges amid the COVID-19 pandemic. With an increased focus on social distancing, people entered into long quarantine periods, social isolation, and uncertainty. Children and adults with behavioral conditions are often significantly impacted by stress. During the pandemic, they did not receive the stimulation they usually would for long periods, thus enabling a more rapid exacerbation of symptoms and conditions. Due to the burden placed on healthcare systems, clinicians could not provide evidence-based therapies to all individuals dealing with mental health conditions and disorders, thus revealing a high degree of unmet medical need. When vulnerable populations do not have access from the safety of their preferred environments to clinically-validated therapies that align with clinical guidelines and current care, they are at greater risk of worsening, relapsing, or requiring in-person care. Digital therapeutics have played a critical role in rapidly meeting this need by providing safe and effective care that is deliverable remotely. As part of temporary guidance released during COVID-19 in April 2020, the United States Food and Drug Administration stated:7 In the context of the COVID-19 public health emergency, the use of digital health technologies, including software as a medical device or other digital therapeutics solutions, may improve mental health and well-being of patients with psychiatric conditions during periods of shelter-in-place, isolation, and quarantine. In addition, the use of such technologies has the potential to facilitate “social distancing” by reducing patient contact with, and proximity to, health care providers, and can ease the burden on hospitals, other health care facilities, and health care professionals that are experiencing increased demand due to the COVID-19 public health emergency. 7 US FDA. “Enforcement Policy for Digital Health Devices For Treating Psychiatric Disorders During the Coronavirus Disease 2019 (COVID-19) Public Health Emergency.” April 2020 Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com Get all Chapters For Ebook Instant Download by email at Looking to the Future etutorsource@gmail.com 15 Building on the ease of product scalability and access through patient-owned devices, the lessons learned during COVID-19 demonstrated that DTx products could more easily reach high-risk, rural, and underserved communities that often lack access to healthcare services even during the best of times. 1.10 Looking to the Future As with any new category of medicine, the risks and rewards must be intensely studied to guide regulators, clinicians, and patients through the development and adoption phases to ensure quality outcomes. Stakeholders across the digital therapeutics spectrum have made significant steps in terms of product design, evaluation, and meaningfulness in the context of patient care. There is still much to be done yet across the broader healthcare industry to ensure that these products are appropriately represented in clinical guidelines, covered alongside other medical treatments, and delivered at scale to patients worldwide. Harmonized regulatory frameworks need to continue developing to categorize and recognize digital health technologies properly. Advances made within other digital health technology landscape sectors, such as telehealth, need to be expanded to include DTx products. Interoperable platforms need to be developed to enable patient and clinician access to integrated dashboards with actionable data from multiple product sources, fluidity between the monitoring, diagnostic, and therapeutic tools, and an increased ability to reach target populations. Digital therapeutics may bring tremendous personal and public health benefits to patients, caregivers, clinicians, and health systems. It will require continued teamwork among the broad spectrum of stakeholders to ensure they provide their full value and be recognized as a permanent part of the medical care ecosystem. Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com We Don’t reply in this website, you need to contact by email for all chapters Instant download. Just send email and get all chapters download. Get all Chapters For Ebook Instant Download by email at etutorsource@gmail.com You can also order by WhatsApp https://api.whatsapp.com/send/?phone=%2B447507735190&text&type=ph one_number&app_absent=0 Send email or WhatsApp with complete Book title, Edition Number and Author Name.