ヘルスケアデータ収集・ラベリング市場：タイプ別、エンドユーザー別-2025-2030年の世界予測

ヘルスケアデータ収集・ラベリング市場の2023年の市場規模は10億8,000万米ドルで、2024年には13億6,000万米ドルに達すると予測され、CAGR 25.62％で成長し、2030年には53億7,000万米ドルに達すると予測されています。

ヘルスケアデータの収集とラベリングは、より広範なヘルスケアデータ分析市場の重要なセグメントであり、健康関連情報の集約、分類、キュレーションを含みます。このプロセスの主な必要性は、デジタル医療記録の急激な増加に起因しており、患者ケアの強化、運用の最適化、研究の進歩などの目的のために、構造化された実用的なデータセットが必要とされています。用途は多岐にわたり、AIを活用した診断や個別化医療から、創薬や規制遵守まで多岐にわたる。最終用途の範囲には、意思決定の精度向上と業務の効率化を目指すヘルスケアプロバイダー、製薬会社、保険会社、規制機関などが含まれます。

同市場は主に、電子カルテ（EHR）の導入拡大、AIや機械学習技術への投資の増加、精密医療への需要の高まりによって牽引されています。さらに、COVID-19パンデミックはデジタルヘルスケアの変革を加速させ、データ活用の新たな道を切り開いた。予測分析と患者中心のソリューションを推進するために、ゲノムから実世界のエビデンスまで、多様なデータタイプをまとまったデータセットに統合することに大きな機会があります。企業は、こうした機会を効果的に活用するために、ハイテク企業とのパートナーシップの拡大や、強固なデータ・セキュリティ対策への投資を検討すべきです。

しかし、特にデータプライバシーと規制遵守に関する課題が存在し、これが市場の成長を妨げる可能性があります。さらに、標準化されたデータ形式の欠如や、異なる医療システム間の相互運用性の問題が、データ統合の取り組みを複雑にしています。さらに、高度な分析ツールの導入に伴う高額なコストは、中小企業が利用可能なテクノロジーを十分に活用することを妨げる可能性があります。

イノベーションは、データのラベリング精度を高める高度なアルゴリズムの開発や、プライバシーを損なうことなくデータ共有を強化するプラットフォームの構築に向けることができます。安全なデータ交換のためのブロックチェーンや、モデルトレーニングのための合成データの利用に焦点を当てた調査は、変革をもたらす可能性があります。市場は急速に進化しているが、依然として断片的であるため、企業はニッチな製品を活用し、特化したソリューションで満たされていないニーズに応える機会があります。

市場力学：急速に進化するヘルスケアデータ収集・ラベリング市場の主要市場インサイトを公開

ヘルスケアデータ収集・ラベリング市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができ、また、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 慢性疾患の蔓延によるヘルスケアデータの作成
  • 継続的な発展を支える医療画像診断の利用拡大
  • ヘルスケア分野における人工知能と機械学習の採用により生成されるデータ
• 市場抑制要因
  • データプライバシーとサイバーセキュリティに対する懸念の高まり
• 市場機会
  • ヘルスケアデータ収集・ラベリングのための技術的に高度なソリューションの開発
  • ヘルスケア産業のデジタル化に向けた政府の積極的な取り組み
• 市場の課題
  • データラベリングの不正確さに関する問題

ポーターの5つの力：ヘルスケアデータ収集・ラベリング市場をナビゲートする戦略ツール

ポーターの5つの力フレームワークは、ヘルスケアデータ収集・ラベリング市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：ヘルスケアデータ収集・ラベリング市場における外部からの影響の把握

外部マクロ環境要因は、ヘルスケアデータ収集・ラベリング市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析ヘルスケアデータ収集・ラベリング市場における競合情勢の把握

ヘルスケアデータ収集・ラベリング市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックスヘルスケアデータ収集・ラベリング市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、ヘルスケアデータ収集・ラベリング市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限はベンダーを明確かつ正確に区分し、ユーザーが戦略目標に最適なパートナーやソリューションを特定するのに役立ちます。

本レポートは、主要な注目分野を網羅した包括的な市場分析を提供しています：

1.市場の浸透度：業界主要企業の広範なデータを含む、現在の市場環境の詳細なレビュー。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • ヘルスケアデータの作成は慢性疾患の有病率の高さに起因している
    • 医療画像診断技術の活用拡大による継続的な発展
    • ヘルスケア分野における人工知能と機械学習の導入によって生成されるデータ
  • 抑制要因
    • データプライバシーとサイバーセキュリティに関する懸念の高まり
  • 機会
    • ヘルスケアデータ収集・ラベリングの技術的に高度なソリューションの開発
    • ヘルスケア業界のデジタル化に向けた政府の好ましい取り組み
  • 課題
    • データラベルの不正確さに関する問題
• 市場セグメンテーション分析
  • タイプ：画像およびビデオ形式でのヘルスケアデータ収集の増加
  • エンドユーザー：保険会社による請求処理のためのヘルスケアデータの多様な活用
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境
• 顧客のカスタマイズ

第6章 ヘルスケアデータ収集・ラベリング市場：タイプ別

• オーディオ
• 画像/動画
• 文章

第7章 ヘルスケアデータ収集・ラベリング市場：エンドユーザー別

• バイオテクノロジー
• 歯科
• 診断センター
• 病院
• 保険会社
• 医療機器メーカーおよび販売業者
• 眼科
• 医薬品
• 薬局
• 研究開発センター

第8章 南北アメリカのヘルスケアデータ収集・ラベリング市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第9章 アジア太平洋地域のヘルスケアデータ収集・ラベリング市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第10章 欧州・中東・アフリカのヘルスケアデータ収集・ラベリング市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第11章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
  • HealthixとCLEARが提携を発表、ニューヨーク市民にヘルスケアデータへの無料、簡単、安全なアクセスを提供
  • MyDigiRecords、健康データ管理用アプリをリリース
  • アポロ、ヘルスケアとライフサイエンスの迅速な洞察のための次世代プラットフォームを発表

企業一覧

• Alegion, Inc.
• Anolytics
• Appen Limited
• Athenahealth
• CapeStart Inc.
• Centaur Labs Inc.
• CloudFactory Limited
• Co One OU
• Cogito Tech LLC
• DataLabeler Inc.
• Five Splash Infotech Pvt. Ltd.
• iMerit Inc.
• Infolks Private Limited
• Innodata Inc.
• ISHIR
• Jotform Inc.
• Keymakr Inc.
• Labelbox, Inc.
• Mindy Support
• Shaip
• Sheyon Technologies
• Skyflow Inc.
• Snorkel AI, Inc.
• Summa Linguae Technologies
• V7 Ltd.

LIST OF FIGURES

• FIGURE 1. HEALTHCARE DATA COLLECTION & LABELING MARKET RESEARCH PROCESS
• FIGURE 2. HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. AMERICAS HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 11. AMERICAS HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. UNITED STATES HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 13. UNITED STATES HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. ASIA-PACIFIC HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 15. ASIA-PACIFIC HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. EUROPE, MIDDLE EAST & AFRICA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. EUROPE, MIDDLE EAST & AFRICA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. HEALTHCARE DATA COLLECTION & LABELING MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 19. HEALTHCARE DATA COLLECTION & LABELING MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. HEALTHCARE DATA COLLECTION & LABELING MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. HEALTHCARE DATA COLLECTION & LABELING MARKET DYNAMICS
• TABLE 7. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY AUDIO, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY IMAGE/VIDEO, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TEXT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY BIOTECH, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY DENTISTRY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY DIAGNOSTIC CENTERS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY HOSPITALS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY INSURANCE PROVIDERS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY MEDICAL DEVICE MANUFACTURERS & DISTRIBUTORS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY OPHTHALMOLOGY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY PHARMACEUTICALS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY PHARMACIES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY R&D CENTERS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. AMERICAS HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 23. AMERICAS HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 24. AMERICAS HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 25. ARGENTINA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 26. ARGENTINA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 27. BRAZIL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 28. BRAZIL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 29. CANADA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 30. CANADA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 31. MEXICO HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 32. MEXICO HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 33. UNITED STATES HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 34. UNITED STATES HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 35. UNITED STATES HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 36. ASIA-PACIFIC HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 37. ASIA-PACIFIC HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 38. ASIA-PACIFIC HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 39. AUSTRALIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 40. AUSTRALIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 41. CHINA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 42. CHINA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 43. INDIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 44. INDIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 45. INDONESIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 46. INDONESIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 47. JAPAN HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 48. JAPAN HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 49. MALAYSIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 50. MALAYSIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 51. PHILIPPINES HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 52. PHILIPPINES HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 53. SINGAPORE HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 54. SINGAPORE HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 55. SOUTH KOREA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 56. SOUTH KOREA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 57. TAIWAN HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 58. TAIWAN HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 59. THAILAND HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 60. THAILAND HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 61. VIETNAM HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 62. VIETNAM HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 63. EUROPE, MIDDLE EAST & AFRICA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 64. EUROPE, MIDDLE EAST & AFRICA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 65. EUROPE, MIDDLE EAST & AFRICA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 66. DENMARK HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 67. DENMARK HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 68. EGYPT HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 69. EGYPT HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 70. FINLAND HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 71. FINLAND HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 72. FRANCE HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 73. FRANCE HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 74. GERMANY HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 75. GERMANY HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 76. ISRAEL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 77. ISRAEL HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 78. ITALY HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 79. ITALY HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 80. NETHERLANDS HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 81. NETHERLANDS HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 82. NIGERIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 83. NIGERIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 84. NORWAY HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 85. NORWAY HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 86. POLAND HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 87. POLAND HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 88. QATAR HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 89. QATAR HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 90. RUSSIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 91. RUSSIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 92. SAUDI ARABIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 93. SAUDI ARABIA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 94. SOUTH AFRICA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 95. SOUTH AFRICA HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 96. SPAIN HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 97. SPAIN HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 98. SWEDEN HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 99. SWEDEN HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 100. SWITZERLAND HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 101. SWITZERLAND HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 102. TURKEY HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 103. TURKEY HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 104. UNITED ARAB EMIRATES HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 105. UNITED ARAB EMIRATES HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 106. UNITED KINGDOM HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 107. UNITED KINGDOM HEALTHCARE DATA COLLECTION & LABELING MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
• TABLE 108. HEALTHCARE DATA COLLECTION & LABELING MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 109. HEALTHCARE DATA COLLECTION & LABELING MARKET, FPNV POSITIONING MATRIX, 2023

The Healthcare Data Collection & Labeling Market was valued at USD 1.08 billion in 2023, expected to reach USD 1.36 billion in 2024, and is projected to grow at a CAGR of 25.62%, to USD 5.37 billion by 2030.

Healthcare data collection and labeling is a critical segment of the broader healthcare data analytics market, which involves the aggregation, categorization, and curation of health-related information. The primary necessity of this process stems from the exponential increase in digital health records necessitating structured and actionable datasets for purposes such as patient care enhancement, operational optimization, and research advancements. Applications are diverse, ranging from AI-driven diagnostics and personalized medicine to drug discovery and regulatory compliance. The end-use scope includes healthcare providers, pharmaceutical companies, insurance firms, and regulatory bodies seeking to improve decision-making accuracy and streamline operations.

The market is primarily driven by the rising adoption of electronic health records (EHRs), increased investment in AI and machine learning technologies, and the escalating demand for precision medicine. Additionally, the COVID-19 pandemic accelerated digital healthcare transformation, creating new avenues for data utilization. A significant opportunity lies in the integration of diverse data types-from genomics to real-world evidence-into cohesive datasets to drive predictive analytics and patient-centric solutions. Companies should look at expanding partnerships with tech firms and investing in robust data security measures to harness these opportunities effectively.

However, challenges exist, notably concerning data privacy and regulatory compliance, which can stymie market growth. Furthermore, the lack of standardized data formats and interoperability issues between different health systems complicate data integration efforts. Moreover, the high costs associated with deploying advanced analytics tools can deter small and mid-sized enterprises from fully capitalizing on available technologies.

Innovation can be directed towards developing sophisticated algorithms for better data labeling accuracy and creating platforms that enhance data sharing without compromising privacy. Research focusing on blockchain for secure data exchange and the use of synthetic data for model training could prove transformative. The market is fast-evolving but remains fragmented, presenting opportunities for companies to leverage niche offerings and cater to unmet needs with specialized solutions.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Healthcare Data Collection & Labeling Market

The Healthcare Data Collection & Labeling Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Creation of Healthcare Data is Attributed to the High Prevalence of Chronic Diseases
  • Expanding Utilization of Medical Imaging Procedures Helping Continuous Development
  • Data Generated by the Adoption of Artificial Intelligence and Machine Learning In the Healthcare Sector
• Market Restraints
  • Rising Data Privacy and Cyber Security Concerns
• Market Opportunities
  • Development of Technologically Advanced Solutions for Healthcare Data Collection & Labeling
  • Favorable Governmental Initiatives for the Digitalization of the Healthcare Industry
• Market Challenges
  • Issues Relating to Data Labeling Inaccuracy

Porter's Five Forces: A Strategic Tool for Navigating the Healthcare Data Collection & Labeling Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Healthcare Data Collection & Labeling Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Healthcare Data Collection & Labeling Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Healthcare Data Collection & Labeling Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Healthcare Data Collection & Labeling Market

A detailed market share analysis in the Healthcare Data Collection & Labeling Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Healthcare Data Collection & Labeling Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Healthcare Data Collection & Labeling Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Key Company Profiles

The report delves into recent significant developments in the Healthcare Data Collection & Labeling Market, highlighting leading vendors and their innovative profiles. These include Alegion, Inc., Anolytics, Appen Limited, Athenahealth, CapeStart Inc., Centaur Labs Inc., CloudFactory Limited, Co One OU, Cogito Tech LLC, DataLabeler Inc., Five Splash Infotech Pvt. Ltd., iMerit Inc., Infolks Private Limited, Innodata Inc., ISHIR, Jotform Inc., Keymakr Inc., Labelbox, Inc., Mindy Support, Shaip, Sheyon Technologies, Skyflow Inc., Snorkel AI, Inc., Summa Linguae Technologies, and V7 Ltd..

Market Segmentation & Coverage

This research report categorizes the Healthcare Data Collection & Labeling Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Type, market is studied across Audio, Image/Video, and Text.
• Based on End-Users, market is studied across Biotech, Dentistry, Diagnostic Centers, Hospitals, Insurance Providers, Medical Device Manufacturers & Distributors, Ophthalmology, Pharmaceuticals, Pharmacies, and R&D Centers.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Creation of Healthcare Data is Attributed to the High Prevalence of Chronic Diseases
    • 5.1.1.2. Expanding Utilization of Medical Imaging Procedures Helping Continuous Development
    • 5.1.1.3. Data Generated by the Adoption of Artificial Intelligence and Machine Learning In the Healthcare Sector
  • 5.1.2. Restraints
    • 5.1.2.1. Rising Data Privacy and Cyber Security Concerns
  • 5.1.3. Opportunities
    • 5.1.3.1. Development of Technologically Advanced Solutions for Healthcare Data Collection & Labeling
    • 5.1.3.2. Favorable Governmental Initiatives for the Digitalization of the Healthcare Industry
  • 5.1.4. Challenges
    • 5.1.4.1. Issues Relating to Data Labeling Inaccuracy
• 5.2. Market Segmentation Analysis
  • 5.2.1. Type: Increasing healthcare data collection in image and video format
  • 5.2.2. End-Users: Diverse utilization of healthcare data by insurance companies for claims processing
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental
• 5.5. Client Customization

6. Healthcare Data Collection & Labeling Market, by Type

• 6.1. Introduction
• 6.2. Audio
• 6.3. Image/Video
• 6.4. Text

7. Healthcare Data Collection & Labeling Market, by End-Users

• 7.1. Introduction
• 7.2. Biotech
• 7.3. Dentistry
• 7.4. Diagnostic Centers
• 7.5. Hospitals
• 7.6. Insurance Providers
• 7.7. Medical Device Manufacturers & Distributors
• 7.8. Ophthalmology
• 7.9. Pharmaceuticals
• 7.10. Pharmacies
• 7.11. R&D Centers

8. Americas Healthcare Data Collection & Labeling Market

• 8.1. Introduction
• 8.2. Argentina
• 8.3. Brazil
• 8.4. Canada
• 8.5. Mexico
• 8.6. United States

9. Asia-Pacific Healthcare Data Collection & Labeling Market

• 9.1. Introduction
• 9.2. Australia
• 9.3. China
• 9.4. India
• 9.5. Indonesia
• 9.6. Japan
• 9.7. Malaysia
• 9.8. Philippines
• 9.9. Singapore
• 9.10. South Korea
• 9.11. Taiwan
• 9.12. Thailand
• 9.13. Vietnam

10. Europe, Middle East & Africa Healthcare Data Collection & Labeling Market

• 10.1. Introduction
• 10.2. Denmark
• 10.3. Egypt
• 10.4. Finland
• 10.5. France
• 10.6. Germany
• 10.7. Israel
• 10.8. Italy
• 10.9. Netherlands
• 10.10. Nigeria
• 10.11. Norway
• 10.12. Poland
• 10.13. Qatar
• 10.14. Russia
• 10.15. Saudi Arabia
• 10.16. South Africa
• 10.17. Spain
• 10.18. Sweden
• 10.19. Switzerland
• 10.20. Turkey
• 10.21. United Arab Emirates
• 10.22. United Kingdom

11. Competitive Landscape

• 11.1. Market Share Analysis, 2023
• 11.2. FPNV Positioning Matrix, 2023
• 11.3. Competitive Scenario Analysis
  • 11.3.1. Healthix and CLEAR Announce Partnership to Empower New Yorkers with Free, Easy and Secure Access to their Healthcare Data
  • 11.3.2. MyDigiRecords Launches App For Health Data Management
  • 11.3.3. Apollo Launches Next-Generation Platform for Rapid Insights in Healthcare and Life Sciences

Companies Mentioned

• 1. Alegion, Inc.
• 2. Anolytics
• 3. Appen Limited
• 4. Athenahealth
• 5. CapeStart Inc.
• 6. Centaur Labs Inc.
• 7. CloudFactory Limited
• 8. Co One OU
• 9. Cogito Tech LLC
• 10. DataLabeler Inc.
• 11. Five Splash Infotech Pvt. Ltd.
• 12. iMerit Inc.
• 13. Infolks Private Limited
• 14. Innodata Inc.
• 15. ISHIR
• 16. Jotform Inc.
• 17. Keymakr Inc.
• 18. Labelbox, Inc.
• 19. Mindy Support
• 20. Shaip
• 21. Sheyon Technologies
• 22. Skyflow Inc.
• 23. Snorkel AI, Inc.
• 24. Summa Linguae Technologies
• 25. V7 Ltd.