デジタルフェノタイピング市場- 世界の産業規模、シェア、動向、機会、予測、2018年～2028年データストリーム別、アクティブデータストリーム別、パッシブデータストリーム別、デバイスタイプ別、用途別、地域別、競合

デジタルフェノタイピングの世界市場は予測期間に目覚ましい成長を予測デジタルフェノタイピングの世界市場とは、最先端技術を活用して個人の健康状態、ライフスタイル、行動に関する包括的でデータ主導型のポートレートを提供する新興分野を指します。

スマートフォンやウェアラブルデバイスなど、さまざまなデジタルソースから収集したデータを活用することで、このアプローチは個人の行動や、それらが時間とともにどのように変化するかについての貴重な洞察を提供します。ヘルスケアや研究への応用により、デジタルフェノタイピングは、心身の健康状態の予測、診断、モニタリングにおいて重要な役割を果たしています。テクノロジーの進歩に伴い、個別化されたデータ主導のヘルスケアソリューションに対する需要が、デジタルフェノタイピング市場の急成長を牽引しています。この動向は、私たちの健康を理解し管理する方法に革命をもたらし、個人にもヘルスケアプロバイダーにも、プロアクティブでパーソナライズされたケアのための強力なツールを提供します。

目次

第1章 概要

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 顧客の声

第5章 デジタルフェノタイピングの世界市場展望

• 市場規模・予測
  • 金額別
• 市場シェアと予測
  • データストリーム別（アクティブvsパッシブ）
  • デバイスタイプ別（スマートフォン、ウェアラブル医療機器、ジオフォン、その他）
  • アプリケーション別（気分障害、双極性障害、オピオイド過剰摂取検出、有害飲酒行動、その他）
  • 地域別
  • 企業別（2022年）
• 市場マップ

第6章 北米デジタルフェノタイピング市場展望

• 市場規模・予測
  • 金額別
• 市場シェアと予測
  • データストリーム別
  • デバイスタイプ別
  • アプリケーション別
  • 国別
• 北米国別分析
  • 米国
  • カナダ
  • メキシコ

第7章 欧州デジタルフェノタイピング市場の展望

• 市場規模と予測
  • 金額別
• 市場シェアと予測
  • データストリーム別
  • デバイスタイプ別
  • アプリケーション別
  • 国別
• 欧州国別分析
  • ドイツ
  • 英国
  • イタリア
  • フランス
  • スペイン

第8章 アジア太平洋デジタルフェノタイピング市場展望

• 市場規模・予測
  • 金額別
• 市場シェアと予測
  • データストリーム別
  • デバイスタイプ別
  • アプリケーション別
  • 国別
• アジア太平洋地域国別分析
  • 中国
  • インド
  • 日本
  • 韓国
  • オーストラリア

第9章 南米デジタルフェノタイピング市場の展望

• 市場規模・予測
  • 金額別
• 市場シェアと予測
  • データストリーム別
  • デバイスタイプ別
  • アプリケーション別
  • 国別
• 南米：国別分析
  • ブラジル
  • アルゼンチン
  • コロンビア

第10章 中東・アフリカのデジタルフェノタイピング市場展望

• 市場規模・予測
  • 金額別
• 市場シェアと予測
  • データストリーム別
  • デバイスタイプ別
  • アプリケーション別
  • 国別
• MEA：国別分析
  • 南アフリカ
  • サウジアラビア
  • アラブ首長国連邦

第11章 市場力学

• 促進要因
• 課題

第12章 市場動向と発展

• 最近の展開
• 合併・買収
• 製品発表

第13章 デジタルフェノタイピングの世界市場SWOT分析

第14章 ポーターのファイブフォース分析

• 業界内の競合
• 新規参入の可能性
• サプライヤーの力
• 顧客の力
• 代替品の脅威

第15章 競合情勢

• Black Dog Institue
• Mindstrong Inc.
• Sharecare, Inc.
• Alphabet, Inc.
• Onnela lab
• Behavidence

第16章 戦略的提言

Global Digital Phenotyping Market is anticipated to project impressive growth in the forecast period. The Global Digital Phenotyping Market refers to the emerging field that utilizes cutting-edge technology to provide a comprehensive, data-driven portrait of individuals' health, lifestyle, and behavior. By leveraging data collected from various digital sources, such as smartphones and wearable devices, this approach offers valuable insights into individuals' behaviors and how they evolve over time. With its applications in healthcare and research, digital phenotyping plays a crucial role in predicting, diagnosing, and monitoring mental and physical health conditions. As technology continues to advance, the demand for personalized and data-driven healthcare solutions is driving the rapid growth of the digital phenotyping market. This trend is set to revolutionize the way we understand and manage our health, empowering individuals and healthcare providers alike with powerful tools for proactive and personalized care.

Key Market Drivers

Escalating Prevalence of Chronic Diseases

The escalating prevalence of chronic diseases worldwide has ignited a significant surge in demand for the Global Digital Phenotyping Market. Chronic diseases, such as diabetes, cardiovascular disorders, and mental health conditions, have become a global epidemic, affecting millions of lives and straining healthcare systems. Digital phenotyping, a cutting-edge technology that utilizes smartphone apps, wearable devices, and other digital tools to passively collect and analyze user data, offers a transformative solution to tackle this healthcare crisis.

One of the key drivers behind the growing demand for digital phenotyping is its ability to provide continuous and real-time monitoring of individuals' health and behavior. With chronic diseases often requiring long-term management, this technology enables healthcare professionals to closely track patients' progress and intervene promptly when needed. It empowers patients with personalized insights into their conditions, fostering greater self-awareness and adherence to treatment plans.

As governments and healthcare organizations globally strive to mitigate the burden of chronic diseases and reduce healthcare costs, the demand for innovative solutions like digital phenotyping continues to soar. This technology holds immense potential not only in disease management but also in early detection, prevention, and the development of personalized treatment plans. The escalating prevalence of chronic diseases serves as a compelling catalyst for the growth of the Global Digital Phenotyping Market, paving the way for a more data-driven and patient-centric healthcare landscape.

Shift Towards Telehealth and Remote Patient Monitoring

The shift towards telehealth and remote patient monitoring has sparked a remarkable surge in demand for the Global Digital Phenotyping Market. In the wake of the COVID-19 pandemic and evolving healthcare needs, the adoption of telehealth solutions and remote monitoring has become a paramount priority for both patients and healthcare providers. Digital phenotyping, a pioneering technology that leverages smartphones, wearable devices, and other digital tools to continuously collect and analyze user data, stands at the forefront of this healthcare revolution.

Telehealth and remote patient monitoring have reshaped healthcare delivery, offering patients unprecedented access to medical services and enabling healthcare professionals to remotely manage and monitor individuals' health conditions. Digital phenotyping plays a pivotal role in this transformation by providing real-time, comprehensive data on patients' health status, behaviors, and symptoms. This data empowers healthcare providers to make more informed decisions, detect anomalies early, and tailor interventions to individual patient needs. Moreover, the convenience and efficiency of digital phenotyping contribute significantly to its growing demand. Patients can now seamlessly share vital health information with their care teams without the need for frequent in-person visits. This not only enhances patient engagement but also reduces the burden on healthcare facilities, particularly relevant during the pandemic's strain on healthcare resources.

Increasing Mental Health Disorders

The escalating prevalence of mental health disorders is driving a substantial increase in demand for the Global Digital Phenotyping Market. Mental health issues, such as depression, anxiety, and bipolar disorder, have reached epidemic proportions, affecting individuals across age groups and backgrounds. Digital phenotyping, an innovative technology that leverages smartphones, wearable devices, and digital applications to passively collect and analyze user data, is emerging as a crucial tool in addressing this global mental health crisis.

The surge in demand for digital phenotyping is its capacity to provide continuous and objective monitoring of individuals' mental health status. Mental health conditions often involve complex and fluctuating symptoms that can be challenging to assess through traditional clinical methods. Digital phenotyping offers a non-invasive and unobtrusive means of tracking changes in mood, behavior, and cognition over time, enabling earlier detection of mental health issues and more personalized interventions.

Moreover, the stigma associated with mental health has led many individuals to seek help discreetly through digital platforms. Digital phenotyping facilitates this by allowing individuals to self-monitor their mental health using their own devices, making it easier to engage in preventive and therapeutic actions. It also provides valuable data to mental health professionals, aiding in the development of personalized treatment plans.

Advancements In Artificial Intelligence and Machine Learning

Advancements in Artificial Intelligence (AI) and Machine Learning (ML) are playing a pivotal role in fueling the demand for the Global Digital Phenotyping Market. As AI and ML technologies continue to evolve and mature, they are enhancing the capabilities and effectiveness of digital phenotyping in multiple domains, from healthcare to behavioral analysis and beyond.

AI and ML are driving demand in this market is by improving the accuracy and depth of data analysis. These technologies can process vast amounts of data collected from smartphones, wearables, and other digital sources with unparalleled speed and precision. This enables more sophisticated insights into individuals' health, behaviors, and psychological states, ultimately leading to better-informed decision-making in healthcare, research, and personal well-being.

Furthermore, AI and ML algorithms can identify patterns and trends in the data that might not be evident to human observers. This predictive capability is invaluable in healthcare, where early detection of health issues, disease progression, and the development of personalized treatment plans are essential. In behavioral analysis, AI-driven digital phenotyping can help identify and manage conditions such as addiction or mood disorders by recognizing subtle behavioral cues and changes. As AI and ML continue to advance, the demand for more sophisticated digital phenotyping capabilities will only grow. The ability to capture and analyze digital data for a wide range of applications, from mental health to chronic disease management, positions digital phenotyping as a crucial player in the future of healthcare and well-being, driven by the relentless progress of AI and ML technologies passively and accurately.

Key Market Challenges

Legal And Regulatory Challenges

Legal and regulatory challenges are posing significant hurdles that are impeding the demand for the Global Digital Phenotyping Market. While digital phenotyping holds immense promise in transforming healthcare and personal well-being, it faces a complex web of legal and regulatory issues that are dampening its growth potential. The collection and analysis of sensitive health and behavioral data through digital phenotyping raise profound questions about consent, ownership, and protection of personal information. Regulations like GDPR in Europe and various data protection laws in different countries impose strict requirements on how data is handled, stored, and shared. Navigating this regulatory landscape can be daunting for companies operating in the digital phenotyping market. Additionally, the evolving legal landscape in healthcare, including telemedicine regulations and the classification of digital phenotyping tools as medical devices, adds to the complexity. The lack of clear and harmonized guidelines can create uncertainty and deter potential investors and innovators from entering the market. Intellectual property and liability issues are also a concern. Companies developing digital phenotyping technologies must contend with the challenge of protecting their intellectual property while also addressing potential legal liabilities in case of adverse outcomes or misinterpretations of the data.

Furthermore, the ethical considerations surrounding digital phenotyping, such as consent and transparency in data collection and analysis, are gaining prominence. These ethical concerns have spurred public debates and increased scrutiny, further complicating the regulatory landscape.

Risks of Privacy and Data Security

Privacy and data security concerns are serving as significant deterrents, decreasing the demand for the Global Digital Phenotyping Market. While digital phenotyping holds immense promise in revolutionizing healthcare and personal well-being, the inherent risks associated with the collection and handling of sensitive personal data have cast a shadow over its adoption. Digital phenotyping relies on the continuous monitoring and analysis of an individual's health and behavioral data collected from smartphones, wearables, and other digital devices. This raises fundamental questions about consent, ownership, and the safeguarding of personal information. Consumers are increasingly wary of sharing their private health and behavioral data due to fears of misuse or unauthorized access.

Moreover, data breaches and cyberattacks pose substantial threats. The aggregation of extensive personal data in digital phenotyping systems creates an attractive target for malicious actors. A security breach could lead to the unauthorized exposure of sensitive health information, potentially resulting in identity theft, fraud, or emotional distress for individuals. The evolving legal landscape, including stringent data protection regulations like GDPR in Europe, places added pressure on companies in the digital phenotyping market to ensure robust data security measures. Compliance with these regulations entails significant investments in data protection, which can increase the cost of developing and implementing digital phenotyping solutions.

Key Market Trends

Rapid Integration of AI In the Healthcare Sector

The rapid integration of Artificial Intelligence (AI) in the healthcare sector is poised to significantly increase the demand for the Global Digital Phenotyping Market. AI technologies have been making profound inroads into healthcare, offering unparalleled capabilities for data analysis, diagnostics, and treatment recommendations. In this transformative landscape, digital phenotyping emerges as a key enabler, enhancing the effectiveness of AI-driven healthcare solutions.

AI's ability to process vast amounts of healthcare data with speed and accuracy is a game-changer for digital phenotyping. AI algorithms can analyze the wealth of data collected from smartphones, wearables, and other digital devices, identifying patterns and trends that might escape human observation. This deep data analysis is invaluable for precise health assessments, early disease detection, and the development of personalized treatment plans.

Acceleration Of Telehealth Services

The acceleration of telehealth services is expected to significantly increase the demand for the Global Digital Phenotyping Market. Telehealth has undergone a remarkable transformation, driven by the need for remote healthcare access and ongoing technological advancements. Within this evolving healthcare landscape, digital phenotyping stands as a key complementary technology, poised to enhance the effectiveness and reach of telehealth services. Digital phenotyping leverages smartphones, wearables, and other digital devices to continuously collect and analyze user data, providing healthcare professionals with real-time insights into patients' well-being. In the context of telehealth, this means that healthcare providers can monitor patients' vital signs, symptoms, and daily activities from afar, facilitating proactive care management. Furthermore, the personalized insights generated by digital phenotyping can lead to more effective and tailored treatment plans, which is particularly valuable in the context of telehealth, where patients' individual needs may vary widely.

As telehealth services continue to expand and integrate with digital phenotyping capabilities, the demand for this technology is expected to grow exponentially. This trend is driven by the increasing recognition of the value of remote monitoring and personalized care, as well as the ongoing need for convenient, accessible healthcare solutions. The acceleration of telehealth services is propelling the Global Digital Phenotyping Market into a promising future, where data-driven, patient-centric healthcare is on the rise.

Segmental Insights

Device Type Insights

Based on device type, smartphones are poised to dominate the Global Digital Phenotyping Market, revolutionizing the way we understand human behavior. With their pervasive usage and ability to gather a vast array of data, including user interactions, precise geo-location information, and even biometric data, smartphones present unparalleled opportunities for digital phenotyping. This transformative technology allows for a deep understanding of individuals and their mental well-being, enabling personalized interventions and advancements in healthcare. Moreover, the wide adoption of smartphones across diverse demographic groups further underscores their pivotal role in driving this rapidly growing market. As technology continues to evolve, the potential for smartphones to shape the future of digital phenotyping remains boundless.

Application Insights

Based on the application segment, mood disorders are anticipated to hold a prominent position. This dominance can be attributed to several key factors. Firstly, there is an alarming increase in the prevalence of mood disorders worldwide, creating a pressing need for effective solutions. Secondly, the widespread acceptance of digital health technologies has paved the way for innovative approaches in mental health care. Lastly, the potential that these digital tools hold for early detection and management of mood disorders is unparalleled.

Through the power of digital phenotyping, continuous monitoring and a nuanced understanding of mood disorders can be achieved. This, in turn, opens up new possibilities for personalized treatment approaches that cater to the unique needs of individuals. By leveraging the insights gained from digital phenotyping, healthcare professionals can provide tailored interventions and support to enhance the well-being of those affected by mood disorders.

Regional Insights

Given the unprecedented exponential growth and widespread adoption of digital healthcare tools, North America is poised to firmly establish and reinforce its dominance in the Global Digital Phenotyping Market. This projection is primarily attributed to the region's highly advanced healthcare infrastructure, substantial healthcare expenditure, and the robust presence of key market players that fuel innovation and drive market dynamics. Furthermore, the rising prevalence of chronic diseases, coupled with the increasing acceptance and utilization of digital health technologies among the population, acts as a significant catalyst for the continuous expansion and progression of this market segment in North America.

Moreover, North America's unwavering commitment to research and development, coupled with robust regulatory frameworks and policies, creates an environment that is conducive to the rapid evolution and seamless integration of digital phenotyping solutions. This holistic approach facilitates the seamless convergence of cutting-edge technology and healthcare, paving the way for unrivaled advancements in patient care and redefining the boundaries of healthcare delivery on a global scale. With its strong focus on innovation and a thriving ecosystem for digital healthcare, North America emerges as a frontrunner in shaping the future of patient care. The region's unwavering dedication to pushing the boundaries of what is possible in healthcare, coupled with its deep-rooted commitment to improving health outcomes, sets the stage for transformative breakthroughs that will revolutionize the industry. As a result, North America is poised to serve as a hub for digital healthcare innovation, propelling the world towards a future where healthcare is more accessible, efficient, and patient-centric than ever before.

Key Market Players

Black Dog Institue

Mindstrong Inc.

Sharecare, Inc.

Alphabet, Inc.

Onnela lab

Behavidence

Report Scope:

In this report, the Global Digital Phenotyping Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Digital Phenotyping Market, By Data Stream:

• Active
• Passive

Digital Phenotyping Market, By Device Type:

• Smartphones
• Wearable Medical Devices
• Geophones
• Others

Digital Phenotyping Market, By Application:

• Mood Disorders
• Bipolar Disorder
• Opioid Overdose Detection
• Harmful Alcohol Drinking Behaviour
• Others

Digital Phenotyping Market, By Region:

• North America
• United States
• Canada
• Mexico
• Europe
• France
• United Kingdom
• Italy
• Germany
• Spain
• Asia-Pacific
• China
• India
• Japan
• Australia
• South Korea
• South America
• Brazil
• Argentina
• Colombia
• Middle East & Africa
• South Africa
• Saudi Arabia
• UAE
• Kuwait
• Turkey
• Egypt

Competitive Landscape

• Company Profiles: Detailed analysis of the major companies present in the Global Digital Phenotyping Market.

Available Customizations:

• Global Digital Phenotyping market report with the given market data, Tech Sci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

• Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

• 1.1. Market Definition
• 1.2. Scope of the Market
  • 1.2.1. Markets Covered
  • 1.2.2. Years Considered for Study
  • 1.2.3. Key Market Segmentations

2. Research Methodology

• 2.1. Objective of the Study
• 2.2. Baseline Methodology
• 2.3. Key Industry Partners
• 2.4. Major Association and Secondary Sources
• 2.5. Forecasting Methodology
• 2.6. Data Triangulation & Validations
• 2.7. Assumptions and Limitations

3. Executive Summary

• 3.1. Overview of the Market
• 3.2. Overview of Key Market Segmentations
• 3.3. Overview of Key Market Players
• 3.4. Overview of Key Regions/Countries
• 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Digital Phenotyping Market Outlook

• 5.1. Market Size & Forecast
  • 5.1.1. By Value
• 5.2. Market Share & Forecast
  • 5.2.1. By Data Stream (Active v/s Passive)
    • 5.2.1.1. By Active Data Stream (Social Media Activity, Video/Audio Recordings, Survey Responses)
    • 5.2.1.2. By Passive Data Stream (GPS Coordinates, Wi-Fi, Bluetooth Connectivity, Accelerometer Data, Others)
  • 5.2.2. By Device Type (Smartphones, Wearable Medical Devices, Geophones, Others)
  • 5.2.3. By Application (Mood Disorders, Bipolar Disorder, Opioid Overdose Detection, Harmful Alcohol Drinking Behaviour, Others)
  • 5.2.4. By Region
  • 5.2.5. By Company (2022)
• 5.3. Market Map

6. North America Digital Phenotyping Market Outlook

• 6.1. Market Size & Forecast
  • 6.1.1. By Value
• 6.2. Market Share & Forecast
  • 6.2.1. By Data Stream
  • 6.2.2. By Device Type
  • 6.2.3. By Application
  • 6.2.4. By Country
• 6.3. North America: Country Analysis
  • 6.3.1. United States Digital Phenotyping Market Outlook
    • 6.3.1.1. Market Size & Forecast
      • 6.3.1.1.1. By Value
    • 6.3.1.2. Market Share & Forecast
      • 6.3.1.2.1. By Data Stream
      • 6.3.1.2.2. By Device Type
      • 6.3.1.2.3. By Application
  • 6.3.2. Canada Digital Phenotyping Market Outlook
    • 6.3.2.1. Market Size & Forecast
      • 6.3.2.1.1. By Value
    • 6.3.2.2. Market Share & Forecast
      • 6.3.2.2.1. By Data Stream
      • 6.3.2.2.2. By Device Type
      • 6.3.2.2.3. By Application
  • 6.3.3. Mexico Digital Phenotyping Market Outlook
    • 6.3.3.1. Market Size & Forecast
      • 6.3.3.1.1. By Value
    • 6.3.3.2. Market Share & Forecast
      • 6.3.3.2.1. By Data Stream
      • 6.3.3.2.2. By Device Type
      • 6.3.3.2.3. By Application

7. Europe Digital Phenotyping Market Outlook

• 7.1. Market Size & Forecast
  • 7.1.1. By Value
• 7.2. Market Share & Forecast
  • 7.2.1. By Data Stream
  • 7.2.2. By Device Type
  • 7.2.3. By Application
  • 7.2.4. By Country
• 7.3. Europe: Country Analysis
  • 7.3.1. Germany Digital Phenotyping Market Outlook
    • 7.3.1.1. Market Size & Forecast
      • 7.3.1.1.1. By Value
    • 7.3.1.2. Market Share & Forecast
      • 7.3.1.2.1. By Data Stream
      • 7.3.1.2.2. By Device Type
      • 7.3.1.2.3. By Application
  • 7.3.2. United Kingdom Digital Phenotyping Market Outlook
    • 7.3.2.1. Market Size & Forecast
      • 7.3.2.1.1. By Value
    • 7.3.2.2. Market Share & Forecast
      • 7.3.2.2.1. By Data Stream
      • 7.3.2.2.2. By Device Type
      • 7.3.2.2.3. By Application
  • 7.3.3. Italy Digital Phenotyping Market Outlook
    • 7.3.3.1. Market Size & Forecast
      • 7.3.3.1.1. By Value
    • 7.3.3.2. Market Share & Forecasty
      • 7.3.3.2.1. By Data Stream
      • 7.3.3.2.2. By Device Type
      • 7.3.3.2.3. By Application
  • 7.3.4. France Digital Phenotyping Market Outlook
    • 7.3.4.1. Market Size & Forecast
      • 7.3.4.1.1. By Value
    • 7.3.4.2. Market Share & Forecast
      • 7.3.4.2.1. By Data Stream
      • 7.3.4.2.2. By Device Type
      • 7.3.4.2.3. By Application
  • 7.3.5. Spain Digital Phenotyping Market Outlook
    • 7.3.5.1. Market Size & Forecast
      • 7.3.5.1.1. By Value
    • 7.3.5.2. Market Share & Forecast
      • 7.3.5.2.1. By Data Stream
      • 7.3.5.2.2. By Device Type
      • 7.3.5.2.3. By Application

8. Asia-Pacific Digital Phenotyping Market Outlook

• 8.1. Market Size & Forecast
  • 8.1.1. By Value
• 8.2. Market Share & Forecast
  • 8.2.1. By Data Stream
  • 8.2.2. By Device Type
  • 8.2.3. By Application
  • 8.2.4. By Country
• 8.3. Asia-Pacific: Country Analysis
  • 8.3.1. China Digital Phenotyping Market Outlook
    • 8.3.1.1. Market Size & Forecast
      • 8.3.1.1.1. By Value
    • 8.3.1.2. Market Share & Forecast
      • 8.3.1.2.1. By Data Stream
      • 8.3.1.2.2. By Device Type
      • 8.3.1.2.3. By Application
  • 8.3.2. India Digital Phenotyping Market Outlook
    • 8.3.2.1. Market Size & Forecast
      • 8.3.2.1.1. By Value
    • 8.3.2.2. Market Share & Forecast
      • 8.3.2.2.1. By Data Stream
      • 8.3.2.2.2. By Device Type
      • 8.3.2.2.3. By Application
  • 8.3.3. Japan Digital Phenotyping Market Outlook
    • 8.3.3.1. Market Size & Forecast
      • 8.3.3.1.1. By Value
    • 8.3.3.2. Market Share & Forecast
      • 8.3.3.2.1. By Data Stream
      • 8.3.3.2.2. By Device Type
      • 8.3.3.2.3. By Application
  • 8.3.4. South Korea Digital Phenotyping Market Outlook
    • 8.3.4.1. Market Size & Forecast
      • 8.3.4.1.1. By Value
    • 8.3.4.2. Market Share & Forecast
      • 8.3.4.2.1. By Data Stream
      • 8.3.4.2.2. By Device Type
      • 8.3.4.2.3. By Application
  • 8.3.5. Australia Digital Phenotyping Market Outlook
    • 8.3.5.1. Market Size & Forecast
      • 8.3.5.1.1. By Value
    • 8.3.5.2. Market Share & Forecast
      • 8.3.5.2.1. By Data Stream
      • 8.3.5.2.2. By Device Type
      • 8.3.5.2.3. By Application

9. South America Digital Phenotyping Market Outlook

• 9.1. Market Size & Forecast
  • 9.1.1. By Value
• 9.2. Market Share & Forecast
  • 9.2.1. By Data Stream
  • 9.2.2. By Device Type
  • 9.2.3. By Application
  • 9.2.4. By Country
• 9.3. South America: Country Analysis
  • 9.3.1. Brazil Digital Phenotyping Market Outlook
    • 9.3.1.1. Market Size & Forecast
      • 9.3.1.1.1. By Value
    • 9.3.1.2. Market Share & Forecast
      • 9.3.1.2.1. By Data Stream
      • 9.3.1.2.2. By Device Type
      • 9.3.1.2.3. By Application
  • 9.3.2. Argentina Digital Phenotyping Market Outlook
    • 9.3.2.1. Market Size & Forecast
      • 9.3.2.1.1. By Value
    • 9.3.2.2. Market Share & Forecast
      • 9.3.2.2.1. By Data Stream
      • 9.3.2.2.2. By Device Type
      • 9.3.2.2.3. By Application
  • 9.3.3. Colombia Digital Phenotyping Market Outlook
    • 9.3.3.1. Market Size & Forecast
      • 9.3.3.1.1. By Value
    • 9.3.3.2. Market Share & Forecast
      • 9.3.3.2.1. By Data Stream
      • 9.3.3.2.2. By Device Type
      • 9.3.3.2.3. By Application

10. Middle East and Africa Digital Phenotyping Market Outlook

• 10.1. Market Size & Forecast
  • 10.1.1. By Value
• 10.2. Market Share & Forecast
  • 10.2.1. By Data Stream
  • 10.2.2. By Device Type
  • 10.2.3. By Application
  • 10.2.4. By Country
• 10.3. MEA: Country Analysis
  • 10.3.1. South Africa Digital Phenotyping Market Outlook
    • 10.3.1.1. Market Size & Forecast
      • 10.3.1.1.1. By Value
    • 10.3.1.2. Market Share & Forecast
      • 10.3.1.2.1. By Data Stream
      • 10.3.1.2.2. By Device Type
      • 10.3.1.2.3. By Application
  • 10.3.2. Saudi Arabia Digital Phenotyping Market Outlook
    • 10.3.2.1. Market Size & Forecast
      • 10.3.2.1.1. By Value
    • 10.3.2.2. Market Share & Forecast
      • 10.3.2.2.1. By Data Stream
      • 10.3.2.2.2. By Device Type
      • 10.3.2.2.3. By Application
  • 10.3.3. UAE Digital Phenotyping Market Outlook
    • 10.3.3.1. Market Size & Forecast
      • 10.3.3.1.1. By Value
    • 10.3.3.2. Market Share & Forecast
      • 10.3.3.2.1. By Data Stream
      • 10.3.3.2.2. By Device Type
      • 10.3.3.2.3. By Application

11. Market Dynamics

• 11.1. Drivers
• 11.2. Challenges

12. Market Trends & Developments

• 12.1. Recent Development
• 12.2. Mergers & Acquisitions
• 12.3. Product Launches

13. Global Digital Phenotyping Market: SWOT Analysis

14. Porter's Five Forces Analysis

• 14.1. Competition in the Industry
• 14.2. Potential of New Entrants
• 14.3. Power of Suppliers
• 14.4. Power of Customers
• 14.5. Threat of Substitute Products

15. Competitive Landscape

• 15.1. Business Overview
• 15.2. Service Offerings
• 15.3. Recent Developments
• 15.4. Key Personnel
• 15.5. SWOT Analysis
  • 15.5.1. Black Dog Institue
  • 15.5.2. Mindstrong Inc.
  • 15.5.3. Sharecare, Inc.
  • 15.5.4. Alphabet, Inc.
  • 15.5.5. Onnela lab
  • 15.5.6. Behavidence

16. Strategic Recommendations

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