臨床意思決定支援システム(CDSS)市場:コンポーネント別(サービス、ソフトウェア)、デリバリー別(オンプレミス、クラウド)、製品別(スタンドアロン、統合)、アプリケーション別(先端、治療、診断)、インタラクティビティ別(アクティブ、パッシブ) - 2028年までの世界予測Clinical Decision Support Systems (CDSS) Market by Component (Services, Software), Delivery (On-premise, Cloud), Product (Standalone, Integrated), Application (Advanced, Therapeutic, Diagnostic), Interactivity (Active, Passive) - Global Forecasts to 2028 世界の臨床意思決定支援システム(CDSS)市場は、予測期間中に年平均成長率7.5%で、2023年の17億米ドルから2028年には25億米ドルに達すると予測されている。この市場の成長は主に、HITソリューションの採用を促進... もっと見る
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サマリー世界の臨床意思決定支援システム(CDSS)市場は、予測期間中に年平均成長率7.5%で、2023年の17億米ドルから2028年には25億米ドルに達すると予測されている。この市場の成長は主に、HITソリューションの採用を促進するための政府規制やイニシアチブの実施、CDSS対応EHRの採用増加、利害関係者間の連携やパートナーシップの拡大、投薬ミスの発生率の上昇、mHealthやビッグデータツールの開発によってもたらされる。しかし、CDSS導入のための投資要件が高いこと、相互運用性が不十分であること、データセキュリティへの懸念が高まっていることなどが、予測期間中の同市場の成長を抑制する要因になると予想される。 "ソフトウェア分野は2023年から2028年にかけて最も高い成長率が見込まれる" コンポーネント別に見ると、臨床意思決定支援システム市場はサービス、ソフトウェア、ハードウェアに分けられる。2022年の同市場では、サービス分野が最大のシェアを占めている。複雑なソフトウェアの導入、統合、ソフトウェアの相互運用性により、大規模なトレーニングやアップグレードが必要となるため、サービスに対する需要は今後数年間で急拡大する見込みである。 "オンプレミスCDSSセグメントが2023年に臨床意思決定支援システム市場で最大のシェアを占めると推定される" 提供形態別に見ると、臨床意思決定支援システム市場はオンプレミス型とクラウド型に分かれる。2023年には、オンプレミス型CDSSセグメントが臨床意思決定支援システム市場で最大のシェアを占めると予測されている。このモデルで発生する資本費用や運用コストの低さ、拡張性、柔軟性、低コストなどの要因が、市場成長の原動力となっている。 "2022年、従来型CDSS分野が世界の臨床意思決定支援システム市場で最大のシェアを占める(用途別)" 用途別に見ると、臨床意思決定支援システム市場は従来型CDSSと先進型CDSSに分けられる。2022年には、従来型CDSS分野が最大シェアを占めた。医療機関がポイントオブケアで介護者にガイダンスやリマインダーを提供するために従来型の意思決定支援システムを採用していることなどが市場成長を促進している。 "2022年、統合型CDSS分野が世界の臨床意思決定支援システム市場で最大シェアを占める" 製品別に見ると、臨床意思決定支援システム市場は統合型CDSSとスタンドアロン型CDSSに分けられる。統合型CDSSセグメントが2022年の市場で最大のシェアを占めた。このセグメントの大きなシェアは、医療従事者による投薬ミスの減少や、健康アウトカムとケアの質を改善するための統合型CDSSの利用増加によるものと考えられる。 「治療用CDSS分野は2023年から2028年にかけて最も高いCAGRで成長する見込みである。 臨床意思決定支援システム市場は、タイプ別に治療用CDSSと診断用CDSSに分けられる。2022年には、治療用CDSS分野がこの市場を支配した。この分野の成長率が最も高いのは、治療用CDSSが高い計算能力と豊富な医療知識を備えているため、臨床医が(患者固有の医療事実に基づく)情報に基づいた治療上の意思決定を行うことが可能であることなどが要因として挙げられる。 "モデル別では、知識ベースCDSSセグメントが世界の臨床意思決定支援システム市場で最大のシェアを占める" 臨床意思決定支援システム市場は、知識ベースCDSSと非知識ベースCDSSの2つの主要モデルに分類される。2022年には、知識ベースCDSSセグメントが最大の市場シェアを占めた。この特定のセグメントは、予測期間を通じて大幅な成長を遂げると予測されている。この成長は、慢性疾患の有病率の増加とともに、個別化医療とエビデンスに基づく医療へのニーズの高まりに起因している。 "アクティブCDSSセグメントは予測期間中最高のCAGRで成長すると予測される" 臨床意思決定支援システム市場は、双方向性レベルに基づいてアクティブCDSSとパッシブCDSSに分類できる。2022年には、アクティブCDSS分野が市場シェアを独占し、予測期間中に最も急速な成長率を示すと予測されている。EHR、CDSS、CPOEを含む臨床ITソリューションの育成を目的とした政府の強力な取り組みと、医療費抑制の必要性の高まりが、この特定市場セグメントの発展に寄与している。 「2022年の臨床意思決定支援システムの世界市場で最大のシェアを占めるのは入院患者環境である。 セッティングの観点から、臨床意思決定支援システム市場は入院患者と外来患者のセッティングに分類される。2022年には、入院患者の設定がCDSS市場シェアを独占した。この優位性は、入院患者環境における広範な患者データの実質的な蓄積と分析に起因しており、その結果、統合医療ITモジュールの取り込みが加速している。 「2023年、北米が臨床意思決定支援システム市場を支配する" 2022年の世界の臨床意思決定支援システム市場では、北米が最大のシェアを占めた。 主要な業界参加者の存在、CDSSの導入を支援する規制上の指令、米国とカナダにおける投薬ミスの増加などの要素が、こうした傾向に寄与している。 予測では、予測期間を通じてアジア太平洋地域が最も大きな年平均成長率(CAGR)を記録する。これは、慢性疾患の有病率の上昇や、アジア新興国に対する多様な市場関係者の関心の高まりなどの要因によるものである。これらの要因は、アジア太平洋地域における臨床意思決定支援システム市場の拡大を促進すると予想される。 供給側一次インタビューの内訳(企業タイプ別、呼称別、地域別 - 企業タイプ別ティア1(45%)、ティア2(35%)、ティア3(20) - 役職別Cレベル(26%)、ディレクターレベル(17%)、その他(57%) - 地域別北米(40%)、欧州(20%)、アジア太平洋(30%)、中南米(6%)、MEA(4%) 臨床意思決定支援システム市場に参入している主な企業は、Wolters Kluwer N.V.(オランダ)、Oracle(米国)、Merative(米国)、Change Healthcare(米国)、Veradigm Inc.(米国)、athenahealth(米国)、Epic Systems Corporation(米国)、Elsevier B.V.(オランダ)、Zynx Health(米国)、Koninklijke Philips N.V.(オランダ)、Medical Information Technology, Inc.(米国)、NextGen Healthcare, Inc.(米国)、CureMD Healthcare(米国)、Siemens Healthineers(ドイツ)、EBSCO Information Services(米国)、GE HealthCare(米国)、eClinicalWorks(米国)、The Medical Algorithms Company(英国)、RAMPmedical(ドイツ)、Hera-MI(フランス)、CareCloud, Inc.(米国)、VisualDx(米国)、Premier, Inc.(米国)、First Databank, Inc.(米国)、Strata Decision Technology(米国)。 調査範囲 - 臨床意思決定支援システム市場を、コンポーネント、提供形態、製品、モデル、双方向性レベル、用途、設定、タイプ、地域に基づいて調査しています。 - 市場成長に影響を与える要因(促進要因、阻害要因、機会、課題など)を分析しています。 - 利害関係者向けに市場の機会と課題を評価し、市場リーダー向けに競争状況の詳細を提供します。 - 臨床意思決定支援システム市場全体の成長動向、展望、貢献に関してミクロ市場を調査しています。 - 主要4地域に関して市場セグメントの収益を予測しています。 レポート購入の理由 本レポートは、既存企業だけでなく、新規参入企業や中小企業にとっても、市場の動向を把握する上で有益であり、ひいては市場シェアを拡大する上で役立ちます。本レポートを購入される企業は、以下の戦略のいずれか、または任意の組み合わせを使用して、市場での地位を強化することができます。 本レポートでは、以下のポイントに関する洞察を提供しています: 主な促進要因(HCITソリューションの採用を促進するための政府規制およびイニシアチブの実施、CDSS対応EHRの採用増加、利害関係者間の協力およびパートナーシップの拡大、投薬ミスの発生率の増加、ビッグデータおよびmhealthツールの開発)、阻害要因(クラウドベースのCDSSに関連するデータセキュリティの懸念、不十分な相互運用性)、機会(新興市場の成長可能性、ソーシャルメディアとの統合、技術進歩の高まり)、課題(CDSSインフラ導入のための高額投資の要件、医療業界における熟練IT専門家の不足)に関する分析。 - 市場への浸透:臨床意思決定支援システムの世界市場におけるトップ企業が提供する製品ポートフォリオに関する包括的情報。当レポートでは、この市場をコンポーネント別、提供形態別、製品別、モデル別、双方向性レベル別、用途別、設定別、タイプ別に分析しています。 - サービスの強化/革新:臨床意思決定支援システムの世界市場における今後の動向に関する詳細な洞察 - 市場開発:コンポーネント、配信モード、製品、モデル、双方向性レベル、用途、設定、タイプ別の有利な新興市場に関する包括的な情報。 - 市場の多様化:臨床判断支援システムの世界市場における新サービスやサービス強化、成長地域、最近の動向、投資などに関する詳細な情報を提供します。 - 競合評価:臨床意思決定支援システムの世界市場における主要企業の市場シェア、成長戦略、製品提供、企業評価象限、能力を詳細に評価します。 目次1 INTRODUCTION 351.1 STUDY OBJECTIVES 35 1.2 MARKET DEFINITION 35 1.2.1 INCLUSIONS AND EXCLUSIONS 36 1.3 MARKET SCOPE 37 1.3.1 MARKETS COVERED 37 FIGURE 1 CDSS MARKET SEGMENTATION 37 1.3.2 REGIONS COVERED 37 1.3.3 YEARS CONSIDERED 38 1.4 CURRENCY CONSIDERED 38 1.5 MAJOR STAKEHOLDERS 38 1.6 SUMMARY OF CHANGES 39 1.7 RECESSION IMPACT 39 2 RESEARCH METHODOLOGY 40 2.1 RESEARCH DATA 40 FIGURE 2 RESEARCH DESIGN 40 2.1.1 SECONDARY DATA 41 2.1.1.1 Key data from secondary sources 42 2.1.2 PRIMARY RESEARCH 42 FIGURE 3 PRIMARY SOURCES 43 2.1.2.1 Key data from primary sources 44 2.1.2.2 Key industry insights 44 FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 45 2.2 MARKET SIZE ESTIMATION 45 FIGURE 5 HYPOTHESIS BUILDING 46 2.3 MARKET SIZE ESTIMATION METHODOLOGY 46 2.3.1 APPROACH 1: REVENUE SHARE ANALYSIS 46 FIGURE 6 RESEARCH METHODOLOGY: MARKET ESTIMATION 47 2.3.2 APPROACH 2: DEMAND-SIDE ANALYSIS 47 FIGURE 7 APPROACH 2: DEMAND SIDE ANALYSIS 48 2.3.3 APPROACH 3: BOTTOM-UP AND SEGMENTAL EXTRAPOLATION 48 FIGURE 8 APPROACH 3: BOTTOM-UP AND SEGMENTAL EXTRAPOLATION 49 FIGURE 9 CAGR PROJECTIONS FROM ANALYSIS OF DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 50 FIGURE 10 CLINICAL DECISION SUPPORT SYSTEMS MARKET: CAGR PROJECTION ANALYSIS 50 2.4 MARKET DATA ESTIMATION AND TRIANGULATION 52 FIGURE 11 DATA TRIANGULATION METHODOLOGY 52 2.5 STUDY ASSUMPTIONS 53 2.6 RISK ASSESSMENT 54 TABLE 1 RISK ASSESSMENT ANALYSIS 54 2.7 LIMITATIONS 54 2.7.1 SCOPE-RELATED LIMITATIONS 54 2.7.2 METHODOLOGY-RELATED LIMITATIONS 54 2.8 RECESSION IMPACT ANALYSIS 54 3 EXECUTIVE SUMMARY 56 FIGURE 12 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2023 VS. 2028 (USD MILLION) 56 FIGURE 13 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2023 VS. 2028 (USD MILLION) 57 FIGURE 14 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2023 VS. 2028 (USD MILLION) 57 FIGURE 15 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2023 VS. 2028 (USD MILLION) 58 FIGURE 16 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2023 VS. 2028 (USD MILLION) 59 FIGURE 17 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2023 VS. 2028 (USD MILLION) 59 FIGURE 18 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2023 VS. 2028 (USD MILLION) 60 FIGURE 19 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2023 VS. 2028 (USD MILLION) 61 FIGURE 20 GEOGRAPHICAL SNAPSHOT OF CLINICAL DECISION SUPPORT SYSTEMS MARKET 62 4 PREMIUM INSIGHTS 63 4.1 CLINICAL DECISION SUPPORT SYSTEMS MARKET OVERVIEW 63 FIGURE 21 INCREASING GOVERNMENT REGULATIONS FOR IMPLEMENTATION OF HCIT SOLUTIONS TO DRIVE MARKET 63 4.2 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT AND COUNTRY 64 FIGURE 22 INTEGRATED CDSS SEGMENT DOMINATED US MARKET IN 2022 64 4.3 CLINICAL DECISION SUPPORT SYSTEMS MARKET: GEOGRAPHICAL GROWTH OPPORTUNITIES 64 FIGURE 23 CHINA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 64 4.4 CLINICAL DECISION SUPPORT SYSTEMS MARKET: REGIONAL MIX 65 FIGURE 24 ASIA PACIFIC MARKET TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 65 4.5 CLINICAL DECISION SUPPORT SYSTEMS MARKET: DEVELOPED VS. EMERGING ECONOMIES 65 FIGURE 25 EMERGING ECONOMIES TO REGISTER HIGHER GROWTH RATE DURING FORECAST PERIOD 65 5 MARKET OVERVIEW 66 5.1 INTRODUCTION 66 5.2 MARKET DYNAMICS 66 FIGURE 26 CLINICAL DECISION SUPPORT SYSTEMS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 66 5.2.1 DRIVERS 67 5.2.1.1 Increasing government regulations for implementation of HCIT solutions 67 5.2.1.2 Growing adoption of CDSS-enabled EHRs 68 5.2.1.3 Rising incidence of medication errors 69 5.2.2 RESTRAINTS 69 5.2.2.1 Data security concerns in cloud-based CDSS 69 5.2.2.2 Inadequate interoperability for patient management solutions 69 5.2.3 OPPORTUNITIES 70 5.2.3.1 Development of big data and mHealth tools 70 5.2.3.2 High growth potential of emerging economies 70 5.2.3.3 Rising technological advancements 71 5.2.4 CHALLENGES 72 5.2.4.1 High capital investments for CDSS infrastructure 72 5.2.4.2 Shortage of skilled IT professionals 72 5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 72 FIGURE 27 REVENUE SHIFTS AND NEW REVENUE POCKETS FOR CLINICAL DECISION SUPPORT SYSTEMS MARKET 72 5.4 VALUE CHAIN ANALYSIS 73 FIGURE 28 CLINICAL DECISION SUPPORT SYSTEMS MARKET: VALUE CHAIN ANALYSIS 73 5.5 CASE STUDY ANALYSIS 73 5.5.1 IMPROVING PATIENT OUTCOMES 73 TABLE 2 CASE 1: RISING FOCUS ON IMPROVING PATIENT SAFETY 73 5.5.2 KNOWLEDGE ANALYZER DELIVERS ADVANCED CLINICAL EXPERIENCE 74 TABLE 3 CASE 2: RISING NEED TO STREAMLINE PATIENT OUTCOMES 74 5.5.3 ENHANCING PHYSICIAN EFFICIENCY 74 TABLE 4 CASE 3: RISING NEED TO IMPROVE RESPONSE TIME AND PHYSICIAN EFFICIENCY IN HEALTHCARE FACILITIES 74 5.5.4 INCREASING EFFICIENCY AND HEALTHCARE OUTCOMES WITH AI 75 TABLE 5 CASE 4: RISING FOCUS ON ENHANCING EFFICIENCY AND VALUE-BASED CARE WITH AI-POWERED CDSS 75 5.6 ECOSYSTEM ANALYSIS 75 FIGURE 29 CLINICAL DECISION SUPPORT SYSTEM MARKET: ECOSYSTEM ANALYSIS 75 5.7 TECHNOLOGY ANALYSIS 76 TABLE 6 TECHNOLOGICAL DEVELOPMENTS BY LEADING VENDORS 76 5.8 TARIFF AND REGULATORY ANALYSIS 78 5.8.1 TARIFF FOR CDSS HARDWARE 78 5.8.2 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 78 TABLE 7 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 78 TABLE 8 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 80 TABLE 9 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 81 TABLE 10 REST OF THE WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 81 5.8.3 NORTH AMERICA 82 5.8.3.1 Federal Food, Drug, and Cosmetic Act (FD&C Act) 82 5.8.3.2 Health Insurance Portability and Accountability Act (HIPAA) 83 5.8.3.3 Affordable Care Act, 2010 83 5.8.3.4 Health Information Technology for Economic and Clinical Health Act, 2009 (HITECH) 83 5.8.3.5 Consumer Privacy Protection Act, 2017 83 5.8.4 EUROPE 84 5.8.4.1 General Data Protection Regulation (GDPR), European Union (EU) 84 5.8.4.2 EU Cybersecurity Act 84 5.8.5 ASIA PACIFIC 84 5.8.5.1 China’s Cyber Security Law (CSL) 84 5.8.6 REST OF THE WORLD 84 5.8.6.1 Protection of Personal Information Act 84 5.8.6.2 Private cloud computing regulatory framework 84 5.9 PORTER'S FIVE FORCES ANALYSIS 85 TABLE 11 CLINICAL DECISION SUPPORT SYSTEMS MARKET: PORTER’S FIVE FORCES ANALYSIS 85 5.9.1 THREAT OF NEW ENTRANTS 85 5.9.2 THREAT OF SUBSTITUTES 85 5.9.3 BARGAINING POWER OF SUPPLIERS 86 5.9.4 BARGAINING POWER OF BUYERS 86 5.9.5 INTENSITY OF COMPETITIVE RIVALRY 86 5.10 INDUSTRY TRENDS 86 5.10.1 GROWING APPLICATIONS OF AI IN CDSS 86 5.10.2 INCREASING FOCUS ON MOBILE & CLOUD-BASED SOLUTIONS 87 5.10.3 RISING NEED FOR INTEROPERABILITY & INTEGRATION OF HCIT SOLUTIONS 87 5.10.4 GRADUAL SHIFT OF ACCOUNTABILITY FROM PAYERS TO PROVIDERS 88 5.10.5 INCREASING DEMAND FOR VALUE-BASED HEALTHCARE 88 5.11 BUSINESS MODELS 89 FIGURE 30 BENEFITS OF HYBRID BUSINESS MODELS 90 5.12 PRICING ANALYSIS 90 5.12.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY PRODUCT 90 FIGURE 31 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY PRODUCT 91 5.12.2 AVERAGE SELLING PRICE TREND, BY REGION 91 TABLE 12 AVERAGE SELLING PRICE TREND, BY REGION 92 5.13 PATENT ANALYSIS 92 5.13.1 PATENT PUBLICATION TRENDS FOR CLINICAL DECISION SUPPORT SYSTEMS 92 FIGURE 32 PATENT PUBLICATION TRENDS (JANUARY 2011–JUNE 2023) 93 5.13.2 INSIGHTS INTO JURISDICTION AND TOP APPLICANT ANALYSIS 93 FIGURE 33 CLINICAL DECISION SUPPORT SYSTEMS MARKET: TOP APPLICANTS AND OWNERS (COMPANIES/INSTITUTES) FOR PATENTS (JANUARY 2011–AUGUST 2023) 94 5.13.3 LIST OF PATENTS/PATENT APPLICATIONS FOR CDSS 94 5.14 KEY CONFERENCES AND EVENTS 96 TABLE 13 CLINICAL DECISION SUPPORT SYSTEMS: DETAILED LIST OF CONFERENCES AND EVENTS (2023–2024) 96 5.15 TRADE ANALYSIS 96 5.15.1 TRADE ANALYSIS FOR CLINICAL DECISION SUPPORT SYSTEM HARDWARE 96 FIGURE 34 IMPORTS OF PRODUCTS UNDER HSN CODE: 901890, BY COUNTRY, 2022 (USD THOUSAND) 97 FIGURE 35 EXPORTS OF PRODUCTS UNDER HSN CODE: 901890, BY COUNTRY, 2022 (USD THOUSAND) 97 5.16 KEY STAKEHOLDERS AND BUYING CRITERIA 98 5.16.1 KEY STAKEHOLDERS IN BUYING PROCESS 98 FIGURE 36 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS 98 TABLE 14 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY TYPE (%) 98 5.16.2 BUYING CRITERIA 99 FIGURE 37 CLINICAL DECISION SUPPORT SYSTEMS: KEY BUYING CRITERIA, BY COMPONENT 99 TABLE 15 BUYING CRITERIA FOR COMPONENTS, BY RANK 99 6 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT 100 6.1 INTRODUCTION 101 TABLE 16 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 101 6.2 SERVICES 101 6.2.1 RECURRING REQUIREMENT TO DRIVE MARKET 101 TABLE 17 CLINICAL DECISION SUPPORT SYSTEMS MARKET FOR SERVICES, BY COUNTRY, 2021–2028 (USD MILLION) 102 6.3 SOFTWARE 103 6.3.1 USE OF EMR-/EHR-INTEGRATED CDSS TO PROPEL MARKET 103 TABLE 18 CLINICAL DECISION SUPPORT SYSTEMS MARKET FOR SOFTWARE, BY COUNTRY, 2021–2028 (USD MILLION) 103 6.4 HARDWARE 104 6.4.1 FREQUENT UPGRADES FOR OPTIMAL USE TO SUPPORT MARKET GROWTH 104 TABLE 19 CLINICAL DECISION SUPPORT SYSTEMS MARKET FOR HARDWARE, BY COUNTRY, 2021–2028 (USD MILLION) 104 7 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT 105 7.1 INTRODUCTION 106 TABLE 20 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 106 7.2 INTEGRATED CDSS 106 7.2.1 INTEGRATION WITH EHRS AND RAPID ACCESS TO PATIENT RECORDS TO DRIVE MARKET 106 TABLE 21 INTEGRATED CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 107 7.3 STANDALONE CDSS 108 7.3.1 INTEROPERABILITY ISSUES WITH CPOE AND EHR TO RESTRAIN MARKET 108 TABLE 22 STANDALONE CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 108 8 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE 109 8.1 INTRODUCTION 110 TABLE 23 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 110 8.2 THERAPEUTIC CDSS 110 8.2.1 SEAMLESS INTEGRATION INTO CLINICAL WORKFLOWS TO DRIVE MARKET 110 TABLE 24 THERAPEUTIC CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 111 8.3 DIAGNOSTIC CDSS 111 8.3.1 USE OF ALGORITHMS FOR EFFECTIVE REAL-TIME DIAGNOSIS TO SUPPORT MARKET GROWTH 111 TABLE 25 DIAGNOSTIC CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 112 9 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL 113 9.1 INTRODUCTION 114 TABLE 26 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 114 9.2 KNOWLEDGE-BASED CDSS 114 9.2.1 DEPLOYS CONDITIONAL LOGIC FOR DECISION-MAKING AND PROBLEM ANALYSIS 114 TABLE 27 KNOWLEDGE-BASED CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 115 9.3 NON-KNOWLEDGE-BASED CDSS 115 9.3.1 IMPLEMENTS ML AND AI TO EXPAND USER-DEFINED KNOWLEDGE BASE 115 TABLE 28 NON-KNOWLEDGE-BASED CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 116 10 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE 117 10.1 INTRODUCTION 118 TABLE 29 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 118 10.2 ON-PREMISE CDSS 118 10.2.1 LOWER RISK OF DATA BREACH AND ABILITY TO CHOOSE MULTIPLE VENDORS TO DRIVE MARKET 118 TABLE 30 ON-PREMISE CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 119 10.3 CLOUD-BASED CDSS 119 10.3.1 FLEXIBLE AND SCALABLE FEATURES TO PROPEL MARKET 119 TABLE 31 CLOUD-BASED CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 120 11 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION 121 11.1 INTRODUCTION 122 TABLE 32 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 122 11.2 CONVENTIONAL CDSS 122 11.2.1 ABILITY TO PROVIDE DIAGNOSTIC ASSISTANCE AND PRESCRIPTION DECISION SUPPORT TO DRIVE MARKET 122 TABLE 33 CONVENTIONAL CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 123 11.3 ADVANCED CDSS 123 11.3.1 REAL-TIME EVIDENCE AND PROTOCOL VALIDATION BENEFITS TO PROPEL MARKET 123 TABLE 34 ADVANCED CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 124 12 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL 125 12.1 INTRODUCTION 126 TABLE 35 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 126 12.2 ACTIVE CDSS 126 12.2.1 ABILITY TO ENABLE OPTIMAL DECISION-MAKING WITH MINIMAL ERRORS TO DRIVE MARKET 126 TABLE 36 ACTIVE CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 127 12.3 PASSIVE CDSS 127 12.3.1 MINIMAL DISRUPTION TO WORKFLOWS TO SUPPORT MARKET GROWTH 127 TABLE 37 PASSIVE CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 128 13 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING 129 13.1 INTRODUCTION 130 TABLE 38 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 130 13.2 INPATIENT SETTINGS 130 13.2.1 GROWING FOCUS ON IMPROVING HEALTHCARE OPERATIONS IN HOSPITALS TO PROPEL MARKET 130 TABLE 39 CLINICAL DECISION SUPPORT SYSTEMS MARKET FOR INPATIENT SETTINGS, BY COUNTRY, 2021–2028 (USD MILLION) 131 13.3 AMBULATORY CARE SETTINGS 131 13.3.1 RISING NEED TO CURB HEALTHCARE COSTS TO DRIVE MARKET 131 TABLE 40 CLINICAL DECISION SUPPORT SYSTEMS MARKET FOR AMBULATORY CARE SETTINGS, BY COUNTRY, 2021–2028 (USD MILLION) 132 14 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY REGION 133 14.1 INTRODUCTION 134 TABLE 41 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY REGION, 2021–2028 (USD MILLION) 134 14.2 NORTH AMERICA 134 FIGURE 38 NORTH AMERICA: CDSS MARKET SNAPSHOT 135 TABLE 42 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 135 TABLE 43 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 136 TABLE 44 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 136 TABLE 45 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 136 TABLE 46 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 137 TABLE 47 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 137 TABLE 48 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 137 TABLE 49 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 138 TABLE 50 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 138 14.2.1 US 138 14.2.1.1 Growing focus on value-based care to drive market 138 TABLE 51 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 139 TABLE 52 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 140 TABLE 53 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 140 TABLE 54 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 140 TABLE 55 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 141 TABLE 56 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 141 TABLE 57 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 141 TABLE 58 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 142 14.2.2 CANADA 142 14.2.2.1 Rising need to curb healthcare costs to propel market 142 TABLE 59 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 143 TABLE 60 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 143 TABLE 61 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 143 TABLE 62 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 144 TABLE 63 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 144 TABLE 64 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 144 TABLE 65 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 145 TABLE 66 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 145 14.2.3 NORTH AMERICA: RECESSION IMPACT 145 14.3 EUROPE 146 TABLE 67 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 146 TABLE 68 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 146 TABLE 69 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 147 TABLE 70 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 147 TABLE 71 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 147 TABLE 72 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 148 TABLE 73 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 148 TABLE 74 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 148 TABLE 75 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 149 14.3.1 GERMANY 149 14.3.1.1 Favorable government support for adoption of EMRs to propel market 149 TABLE 76 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 150 TABLE 77 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 150 TABLE 78 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 150 TABLE 79 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 151 TABLE 80 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 151 TABLE 81 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 151 TABLE 82 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 152 TABLE 83 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 152 14.3.2 UK 152 14.3.2.1 Rising establishment of healthcare facilities to fuel market 152 TABLE 84 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 153 TABLE 85 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 153 TABLE 86 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 154 TABLE 87 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 154 TABLE 88 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 154 TABLE 89 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 155 TABLE 90 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 155 TABLE 91 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 155 14.3.3 FRANCE 156 14.3.3.1 Robust interoperability for EHR systems to drive market 156 TABLE 92 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 156 TABLE 93 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 157 TABLE 94 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 157 TABLE 95 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 157 TABLE 96 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 158 TABLE 97 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 158 TABLE 98 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 158 TABLE 99 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 159 14.3.4 ITALY 159 14.3.4.1 Rising need for evidence-based CDSS to drive market 159 TABLE 100 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 159 TABLE 101 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 160 TABLE 102 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 160 TABLE 103 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 160 TABLE 104 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 161 TABLE 105 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 161 TABLE 106 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 161 TABLE 107 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 162 14.3.5 SPAIN 162 14.3.5.1 Growing focus on improving patient outcomes to support market growth 162 TABLE 108 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 162 TABLE 109 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 163 TABLE 110 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 163 TABLE 111 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 163 TABLE 112 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 164 TABLE 113 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 164 TABLE 114 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 164 TABLE 115 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 165 14.3.6 REST OF EUROPE 165 TABLE 116 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 165 TABLE 117 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 166 TABLE 118 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 166 TABLE 119 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 166 TABLE 120 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 167 TABLE 121 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 167 TABLE 122 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 167 TABLE 123 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 168 14.3.7 EUROPE: RECESSION IMPACT 168 14.4 ASIA PACIFIC 169 FIGURE 39 ASIA PACIFIC: CDSS MARKET SNAPSHOT 170 TABLE 124 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 170 TABLE 125 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 171 TABLE 126 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 171 TABLE 127 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 171 TABLE 128 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 172 TABLE 129 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 172 TABLE 130 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 172 TABLE 131 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 173 TABLE 132 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 173 14.4.1 JAPAN 173 14.4.1.1 Rising need to digitize patient records to propel market 173 TABLE 133 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 174 TABLE 134 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 174 TABLE 135 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 174 TABLE 136 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 175 TABLE 137 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 175 TABLE 138 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 175 TABLE 139 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 176 TABLE 140 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 176 14.4.2 CHINA 176 14.4.2.1 Established healthcare reforms for EMR solutions to drive market 176 TABLE 141 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 177 TABLE 142 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 177 TABLE 143 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 178 TABLE 144 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 178 TABLE 145 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 178 TABLE 146 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 179 TABLE 147 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 179 TABLE 148 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 179 14.4.3 INDIA 180 14.4.3.1 Rising adoption of telemedicine to support market growth 180 TABLE 149 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 180 TABLE 150 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 180 TABLE 151 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 181 TABLE 152 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 181 TABLE 153 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 181 TABLE 154 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 182 TABLE 155 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 182 TABLE 156 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 182 14.4.4 REST OF ASIA PACIFIC 183 TABLE 157 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 183 TABLE 158 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 184 TABLE 159 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 184 TABLE 160 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 184 TABLE 161 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 185 TABLE 162 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 185 TABLE 163 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 185 TABLE 164 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 186 14.4.5 ASIA PACIFIC: RECESSION IMPACT 186 14.5 REST OF THE WORLD 186 TABLE 165 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY REGION, 2021–2028 (USD MILLION) 186 TABLE 166 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 187 TABLE 167 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 187 TABLE 168 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 187 TABLE 169 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 188 TABLE 170 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 188 TABLE 171 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 188 TABLE 172 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 189 TABLE 173 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 189 14.5.1 LATIN AMERICA 189 14.5.1.1 Developments in healthcare infrastructure to support market growth 189 TABLE 174 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 190 TABLE 175 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 190 TABLE 176 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 190 TABLE 177 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 191 TABLE 178 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 191 TABLE 179 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 191 TABLE 180 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 192 TABLE 181 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 192 14.5.2 MIDDLE EAST & AFRICA 192 14.5.2.1 Increasing investments in HCIT solutions to propel market 192 TABLE 182 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 193 TABLE 183 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 193 TABLE 184 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 193 TABLE 185 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 194 TABLE 186 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 194 TABLE 187 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 194 TABLE 188 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 195 TABLE 189 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 195 14.5.3 REST OF THE WORLD: RECESSION IMPACT 195 15 COMPETITIVE LANDSCAPE 196 15.1 OVERVIEW 196 15.2 STRATEGIES ADOPTED BY KEY PLAYERS 196 TABLE 190 CLINICAL DECISION SUPPORT SYSTEMS MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS 197 15.3 REVENUE SHARE ANALYSIS OF LEADING MARKET PLAYERS 198 FIGURE 40 REVENUE SHARE ANALYSIS OF KEY PLAYERS 198 15.4 MARKET SHARE ANALYSIS 199 FIGURE 41 MARKET SHARE ANALYSIS, BY KEY PLAYER (2022) 199 15.5 COMPANY EVALUATION MATRIX 200 15.5.1 STARS 200 15.5.2 EMERGING LEADERS 201 15.5.3 PERVASIVE PLAYERS 201 15.5.4 PARTICIPANTS 201 15.5.5 COMPANY FOOTPRINT 201 TABLE 191 CLINICAL DECISION SUPPORT SYSTEMS MARKET: COMPANY FOOTPRINT OF KEY PLAYERS 201 TABLE 192 CLINICAL DECISION SUPPORT SYSTEMS MARKET: APPLICATION & PRODUCT FOOTPRINT OF KEY PLAYERS 202 TABLE 193 CLINICAL DECISION SUPPORT SYSTEMS MARKET: REGIONAL FOOTPRINT OF KEY PLAYERS 202 FIGURE 42 CLINICAL DECISION SUPPORT SYSTEMS MARKET: COMPANY EVALUATION MATRIX (2022) 203 15.6 COMPANY EVALUATION MATRIX FOR STARTUPS/SMES 204 15.6.1 PROGRESSIVE COMPANIES 204 15.6.2 RESPONSIVE COMPANIES 204 15.6.3 DYNAMIC COMPANIES 204 15.6.4 STARTING BLOCKS 204 FIGURE 43 COMPANY EVALUATION MATRIX FOR STARTUPS/SMES (2022) 205 15.6.4.1 COMPETITIVE BENCHMARKING 206 TABLE 194 CLINICAL DECISION SUPPORT SYSTEMS MARKET: DETAILED LIST OF KEY STARTUPS/SMES 206 TABLE 195 CLINICAL DECISION SUPPORT SYSTEMS MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES) 207 15.7 COMPETITIVE SITUATIONS AND TRENDS 207 TABLE 196 CLINICAL DECISION SUPPORT SYSTEMS MARKET: PRODUCT LAUNCHES, APPROVALS, AND ENHANCEMENTS (JANUARY 2020–AUGUST 2023) 208 15.7.1 DEALS 210 TABLE 197 CLINICAL DECISION SUPPORT SYSTEMS MARKET: DEALS (JANUARY 2020–AUGUST 2023) 210 15.7.2 OTHER DEVELOPMENTS 212 TABLE 198 CLINICAL DECISION SUPPORT SYSTEMS MARKET: OTHER DEVELOPMENTS (JANUARY 2020–AUGUST 2023) 212
SummaryThe global clinical decision support systems (CDSS) market is projected to reach USD 2.5 billion by 2028 from USD 1.7 billion in 2023, at a CAGR of 7.5% during the forecast period. The growth of this market is primarily driven by the implementation of government regulations and initiatives to promote the adoption of HIT solutions, increasing adoption of CDSS-enabled EHRs, growing collaborations and partnerships between stakeholders, rising incidence of medication errors, and the development mHealth and big data tools. Table of Contents1 INTRODUCTION 351.1 STUDY OBJECTIVES 35 1.2 MARKET DEFINITION 35 1.2.1 INCLUSIONS AND EXCLUSIONS 36 1.3 MARKET SCOPE 37 1.3.1 MARKETS COVERED 37 FIGURE 1 CDSS MARKET SEGMENTATION 37 1.3.2 REGIONS COVERED 37 1.3.3 YEARS CONSIDERED 38 1.4 CURRENCY CONSIDERED 38 1.5 MAJOR STAKEHOLDERS 38 1.6 SUMMARY OF CHANGES 39 1.7 RECESSION IMPACT 39 2 RESEARCH METHODOLOGY 40 2.1 RESEARCH DATA 40 FIGURE 2 RESEARCH DESIGN 40 2.1.1 SECONDARY DATA 41 2.1.1.1 Key data from secondary sources 42 2.1.2 PRIMARY RESEARCH 42 FIGURE 3 PRIMARY SOURCES 43 2.1.2.1 Key data from primary sources 44 2.1.2.2 Key industry insights 44 FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 45 2.2 MARKET SIZE ESTIMATION 45 FIGURE 5 HYPOTHESIS BUILDING 46 2.3 MARKET SIZE ESTIMATION METHODOLOGY 46 2.3.1 APPROACH 1: REVENUE SHARE ANALYSIS 46 FIGURE 6 RESEARCH METHODOLOGY: MARKET ESTIMATION 47 2.3.2 APPROACH 2: DEMAND-SIDE ANALYSIS 47 FIGURE 7 APPROACH 2: DEMAND SIDE ANALYSIS 48 2.3.3 APPROACH 3: BOTTOM-UP AND SEGMENTAL EXTRAPOLATION 48 FIGURE 8 APPROACH 3: BOTTOM-UP AND SEGMENTAL EXTRAPOLATION 49 FIGURE 9 CAGR PROJECTIONS FROM ANALYSIS OF DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 50 FIGURE 10 CLINICAL DECISION SUPPORT SYSTEMS MARKET: CAGR PROJECTION ANALYSIS 50 2.4 MARKET DATA ESTIMATION AND TRIANGULATION 52 FIGURE 11 DATA TRIANGULATION METHODOLOGY 52 2.5 STUDY ASSUMPTIONS 53 2.6 RISK ASSESSMENT 54 TABLE 1 RISK ASSESSMENT ANALYSIS 54 2.7 LIMITATIONS 54 2.7.1 SCOPE-RELATED LIMITATIONS 54 2.7.2 METHODOLOGY-RELATED LIMITATIONS 54 2.8 RECESSION IMPACT ANALYSIS 54 3 EXECUTIVE SUMMARY 56 FIGURE 12 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2023 VS. 2028 (USD MILLION) 56 FIGURE 13 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2023 VS. 2028 (USD MILLION) 57 FIGURE 14 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2023 VS. 2028 (USD MILLION) 57 FIGURE 15 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2023 VS. 2028 (USD MILLION) 58 FIGURE 16 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2023 VS. 2028 (USD MILLION) 59 FIGURE 17 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2023 VS. 2028 (USD MILLION) 59 FIGURE 18 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2023 VS. 2028 (USD MILLION) 60 FIGURE 19 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2023 VS. 2028 (USD MILLION) 61 FIGURE 20 GEOGRAPHICAL SNAPSHOT OF CLINICAL DECISION SUPPORT SYSTEMS MARKET 62 4 PREMIUM INSIGHTS 63 4.1 CLINICAL DECISION SUPPORT SYSTEMS MARKET OVERVIEW 63 FIGURE 21 INCREASING GOVERNMENT REGULATIONS FOR IMPLEMENTATION OF HCIT SOLUTIONS TO DRIVE MARKET 63 4.2 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT AND COUNTRY 64 FIGURE 22 INTEGRATED CDSS SEGMENT DOMINATED US MARKET IN 2022 64 4.3 CLINICAL DECISION SUPPORT SYSTEMS MARKET: GEOGRAPHICAL GROWTH OPPORTUNITIES 64 FIGURE 23 CHINA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 64 4.4 CLINICAL DECISION SUPPORT SYSTEMS MARKET: REGIONAL MIX 65 FIGURE 24 ASIA PACIFIC MARKET TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 65 4.5 CLINICAL DECISION SUPPORT SYSTEMS MARKET: DEVELOPED VS. EMERGING ECONOMIES 65 FIGURE 25 EMERGING ECONOMIES TO REGISTER HIGHER GROWTH RATE DURING FORECAST PERIOD 65 5 MARKET OVERVIEW 66 5.1 INTRODUCTION 66 5.2 MARKET DYNAMICS 66 FIGURE 26 CLINICAL DECISION SUPPORT SYSTEMS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 66 5.2.1 DRIVERS 67 5.2.1.1 Increasing government regulations for implementation of HCIT solutions 67 5.2.1.2 Growing adoption of CDSS-enabled EHRs 68 5.2.1.3 Rising incidence of medication errors 69 5.2.2 RESTRAINTS 69 5.2.2.1 Data security concerns in cloud-based CDSS 69 5.2.2.2 Inadequate interoperability for patient management solutions 69 5.2.3 OPPORTUNITIES 70 5.2.3.1 Development of big data and mHealth tools 70 5.2.3.2 High growth potential of emerging economies 70 5.2.3.3 Rising technological advancements 71 5.2.4 CHALLENGES 72 5.2.4.1 High capital investments for CDSS infrastructure 72 5.2.4.2 Shortage of skilled IT professionals 72 5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 72 FIGURE 27 REVENUE SHIFTS AND NEW REVENUE POCKETS FOR CLINICAL DECISION SUPPORT SYSTEMS MARKET 72 5.4 VALUE CHAIN ANALYSIS 73 FIGURE 28 CLINICAL DECISION SUPPORT SYSTEMS MARKET: VALUE CHAIN ANALYSIS 73 5.5 CASE STUDY ANALYSIS 73 5.5.1 IMPROVING PATIENT OUTCOMES 73 TABLE 2 CASE 1: RISING FOCUS ON IMPROVING PATIENT SAFETY 73 5.5.2 KNOWLEDGE ANALYZER DELIVERS ADVANCED CLINICAL EXPERIENCE 74 TABLE 3 CASE 2: RISING NEED TO STREAMLINE PATIENT OUTCOMES 74 5.5.3 ENHANCING PHYSICIAN EFFICIENCY 74 TABLE 4 CASE 3: RISING NEED TO IMPROVE RESPONSE TIME AND PHYSICIAN EFFICIENCY IN HEALTHCARE FACILITIES 74 5.5.4 INCREASING EFFICIENCY AND HEALTHCARE OUTCOMES WITH AI 75 TABLE 5 CASE 4: RISING FOCUS ON ENHANCING EFFICIENCY AND VALUE-BASED CARE WITH AI-POWERED CDSS 75 5.6 ECOSYSTEM ANALYSIS 75 FIGURE 29 CLINICAL DECISION SUPPORT SYSTEM MARKET: ECOSYSTEM ANALYSIS 75 5.7 TECHNOLOGY ANALYSIS 76 TABLE 6 TECHNOLOGICAL DEVELOPMENTS BY LEADING VENDORS 76 5.8 TARIFF AND REGULATORY ANALYSIS 78 5.8.1 TARIFF FOR CDSS HARDWARE 78 5.8.2 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 78 TABLE 7 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 78 TABLE 8 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 80 TABLE 9 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 81 TABLE 10 REST OF THE WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 81 5.8.3 NORTH AMERICA 82 5.8.3.1 Federal Food, Drug, and Cosmetic Act (FD&C Act) 82 5.8.3.2 Health Insurance Portability and Accountability Act (HIPAA) 83 5.8.3.3 Affordable Care Act, 2010 83 5.8.3.4 Health Information Technology for Economic and Clinical Health Act, 2009 (HITECH) 83 5.8.3.5 Consumer Privacy Protection Act, 2017 83 5.8.4 EUROPE 84 5.8.4.1 General Data Protection Regulation (GDPR), European Union (EU) 84 5.8.4.2 EU Cybersecurity Act 84 5.8.5 ASIA PACIFIC 84 5.8.5.1 China’s Cyber Security Law (CSL) 84 5.8.6 REST OF THE WORLD 84 5.8.6.1 Protection of Personal Information Act 84 5.8.6.2 Private cloud computing regulatory framework 84 5.9 PORTER'S FIVE FORCES ANALYSIS 85 TABLE 11 CLINICAL DECISION SUPPORT SYSTEMS MARKET: PORTER’S FIVE FORCES ANALYSIS 85 5.9.1 THREAT OF NEW ENTRANTS 85 5.9.2 THREAT OF SUBSTITUTES 85 5.9.3 BARGAINING POWER OF SUPPLIERS 86 5.9.4 BARGAINING POWER OF BUYERS 86 5.9.5 INTENSITY OF COMPETITIVE RIVALRY 86 5.10 INDUSTRY TRENDS 86 5.10.1 GROWING APPLICATIONS OF AI IN CDSS 86 5.10.2 INCREASING FOCUS ON MOBILE & CLOUD-BASED SOLUTIONS 87 5.10.3 RISING NEED FOR INTEROPERABILITY & INTEGRATION OF HCIT SOLUTIONS 87 5.10.4 GRADUAL SHIFT OF ACCOUNTABILITY FROM PAYERS TO PROVIDERS 88 5.10.5 INCREASING DEMAND FOR VALUE-BASED HEALTHCARE 88 5.11 BUSINESS MODELS 89 FIGURE 30 BENEFITS OF HYBRID BUSINESS MODELS 90 5.12 PRICING ANALYSIS 90 5.12.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY PRODUCT 90 FIGURE 31 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY PRODUCT 91 5.12.2 AVERAGE SELLING PRICE TREND, BY REGION 91 TABLE 12 AVERAGE SELLING PRICE TREND, BY REGION 92 5.13 PATENT ANALYSIS 92 5.13.1 PATENT PUBLICATION TRENDS FOR CLINICAL DECISION SUPPORT SYSTEMS 92 FIGURE 32 PATENT PUBLICATION TRENDS (JANUARY 2011–JUNE 2023) 93 5.13.2 INSIGHTS INTO JURISDICTION AND TOP APPLICANT ANALYSIS 93 FIGURE 33 CLINICAL DECISION SUPPORT SYSTEMS MARKET: TOP APPLICANTS AND OWNERS (COMPANIES/INSTITUTES) FOR PATENTS (JANUARY 2011–AUGUST 2023) 94 5.13.3 LIST OF PATENTS/PATENT APPLICATIONS FOR CDSS 94 5.14 KEY CONFERENCES AND EVENTS 96 TABLE 13 CLINICAL DECISION SUPPORT SYSTEMS: DETAILED LIST OF CONFERENCES AND EVENTS (2023–2024) 96 5.15 TRADE ANALYSIS 96 5.15.1 TRADE ANALYSIS FOR CLINICAL DECISION SUPPORT SYSTEM HARDWARE 96 FIGURE 34 IMPORTS OF PRODUCTS UNDER HSN CODE: 901890, BY COUNTRY, 2022 (USD THOUSAND) 97 FIGURE 35 EXPORTS OF PRODUCTS UNDER HSN CODE: 901890, BY COUNTRY, 2022 (USD THOUSAND) 97 5.16 KEY STAKEHOLDERS AND BUYING CRITERIA 98 5.16.1 KEY STAKEHOLDERS IN BUYING PROCESS 98 FIGURE 36 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS 98 TABLE 14 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY TYPE (%) 98 5.16.2 BUYING CRITERIA 99 FIGURE 37 CLINICAL DECISION SUPPORT SYSTEMS: KEY BUYING CRITERIA, BY COMPONENT 99 TABLE 15 BUYING CRITERIA FOR COMPONENTS, BY RANK 99 6 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT 100 6.1 INTRODUCTION 101 TABLE 16 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 101 6.2 SERVICES 101 6.2.1 RECURRING REQUIREMENT TO DRIVE MARKET 101 TABLE 17 CLINICAL DECISION SUPPORT SYSTEMS MARKET FOR SERVICES, BY COUNTRY, 2021–2028 (USD MILLION) 102 6.3 SOFTWARE 103 6.3.1 USE OF EMR-/EHR-INTEGRATED CDSS TO PROPEL MARKET 103 TABLE 18 CLINICAL DECISION SUPPORT SYSTEMS MARKET FOR SOFTWARE, BY COUNTRY, 2021–2028 (USD MILLION) 103 6.4 HARDWARE 104 6.4.1 FREQUENT UPGRADES FOR OPTIMAL USE TO SUPPORT MARKET GROWTH 104 TABLE 19 CLINICAL DECISION SUPPORT SYSTEMS MARKET FOR HARDWARE, BY COUNTRY, 2021–2028 (USD MILLION) 104 7 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT 105 7.1 INTRODUCTION 106 TABLE 20 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 106 7.2 INTEGRATED CDSS 106 7.2.1 INTEGRATION WITH EHRS AND RAPID ACCESS TO PATIENT RECORDS TO DRIVE MARKET 106 TABLE 21 INTEGRATED CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 107 7.3 STANDALONE CDSS 108 7.3.1 INTEROPERABILITY ISSUES WITH CPOE AND EHR TO RESTRAIN MARKET 108 TABLE 22 STANDALONE CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 108 8 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE 109 8.1 INTRODUCTION 110 TABLE 23 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 110 8.2 THERAPEUTIC CDSS 110 8.2.1 SEAMLESS INTEGRATION INTO CLINICAL WORKFLOWS TO DRIVE MARKET 110 TABLE 24 THERAPEUTIC CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 111 8.3 DIAGNOSTIC CDSS 111 8.3.1 USE OF ALGORITHMS FOR EFFECTIVE REAL-TIME DIAGNOSIS TO SUPPORT MARKET GROWTH 111 TABLE 25 DIAGNOSTIC CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 112 9 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL 113 9.1 INTRODUCTION 114 TABLE 26 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 114 9.2 KNOWLEDGE-BASED CDSS 114 9.2.1 DEPLOYS CONDITIONAL LOGIC FOR DECISION-MAKING AND PROBLEM ANALYSIS 114 TABLE 27 KNOWLEDGE-BASED CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 115 9.3 NON-KNOWLEDGE-BASED CDSS 115 9.3.1 IMPLEMENTS ML AND AI TO EXPAND USER-DEFINED KNOWLEDGE BASE 115 TABLE 28 NON-KNOWLEDGE-BASED CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 116 10 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE 117 10.1 INTRODUCTION 118 TABLE 29 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 118 10.2 ON-PREMISE CDSS 118 10.2.1 LOWER RISK OF DATA BREACH AND ABILITY TO CHOOSE MULTIPLE VENDORS TO DRIVE MARKET 118 TABLE 30 ON-PREMISE CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 119 10.3 CLOUD-BASED CDSS 119 10.3.1 FLEXIBLE AND SCALABLE FEATURES TO PROPEL MARKET 119 TABLE 31 CLOUD-BASED CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 120 11 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION 121 11.1 INTRODUCTION 122 TABLE 32 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 122 11.2 CONVENTIONAL CDSS 122 11.2.1 ABILITY TO PROVIDE DIAGNOSTIC ASSISTANCE AND PRESCRIPTION DECISION SUPPORT TO DRIVE MARKET 122 TABLE 33 CONVENTIONAL CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 123 11.3 ADVANCED CDSS 123 11.3.1 REAL-TIME EVIDENCE AND PROTOCOL VALIDATION BENEFITS TO PROPEL MARKET 123 TABLE 34 ADVANCED CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 124 12 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL 125 12.1 INTRODUCTION 126 TABLE 35 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 126 12.2 ACTIVE CDSS 126 12.2.1 ABILITY TO ENABLE OPTIMAL DECISION-MAKING WITH MINIMAL ERRORS TO DRIVE MARKET 126 TABLE 36 ACTIVE CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 127 12.3 PASSIVE CDSS 127 12.3.1 MINIMAL DISRUPTION TO WORKFLOWS TO SUPPORT MARKET GROWTH 127 TABLE 37 PASSIVE CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 128 13 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING 129 13.1 INTRODUCTION 130 TABLE 38 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 130 13.2 INPATIENT SETTINGS 130 13.2.1 GROWING FOCUS ON IMPROVING HEALTHCARE OPERATIONS IN HOSPITALS TO PROPEL MARKET 130 TABLE 39 CLINICAL DECISION SUPPORT SYSTEMS MARKET FOR INPATIENT SETTINGS, BY COUNTRY, 2021–2028 (USD MILLION) 131 13.3 AMBULATORY CARE SETTINGS 131 13.3.1 RISING NEED TO CURB HEALTHCARE COSTS TO DRIVE MARKET 131 TABLE 40 CLINICAL DECISION SUPPORT SYSTEMS MARKET FOR AMBULATORY CARE SETTINGS, BY COUNTRY, 2021–2028 (USD MILLION) 132 14 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY REGION 133 14.1 INTRODUCTION 134 TABLE 41 CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY REGION, 2021–2028 (USD MILLION) 134 14.2 NORTH AMERICA 134 FIGURE 38 NORTH AMERICA: CDSS MARKET SNAPSHOT 135 TABLE 42 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 135 TABLE 43 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 136 TABLE 44 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 136 TABLE 45 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 136 TABLE 46 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 137 TABLE 47 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 137 TABLE 48 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 137 TABLE 49 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 138 TABLE 50 NORTH AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 138 14.2.1 US 138 14.2.1.1 Growing focus on value-based care to drive market 138 TABLE 51 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 139 TABLE 52 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 140 TABLE 53 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 140 TABLE 54 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 140 TABLE 55 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 141 TABLE 56 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 141 TABLE 57 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 141 TABLE 58 US: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 142 14.2.2 CANADA 142 14.2.2.1 Rising need to curb healthcare costs to propel market 142 TABLE 59 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 143 TABLE 60 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 143 TABLE 61 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 143 TABLE 62 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 144 TABLE 63 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 144 TABLE 64 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 144 TABLE 65 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 145 TABLE 66 CANADA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 145 14.2.3 NORTH AMERICA: RECESSION IMPACT 145 14.3 EUROPE 146 TABLE 67 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 146 TABLE 68 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 146 TABLE 69 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 147 TABLE 70 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 147 TABLE 71 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 147 TABLE 72 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 148 TABLE 73 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 148 TABLE 74 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 148 TABLE 75 EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 149 14.3.1 GERMANY 149 14.3.1.1 Favorable government support for adoption of EMRs to propel market 149 TABLE 76 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 150 TABLE 77 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 150 TABLE 78 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 150 TABLE 79 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 151 TABLE 80 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 151 TABLE 81 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 151 TABLE 82 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 152 TABLE 83 GERMANY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 152 14.3.2 UK 152 14.3.2.1 Rising establishment of healthcare facilities to fuel market 152 TABLE 84 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 153 TABLE 85 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 153 TABLE 86 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 154 TABLE 87 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 154 TABLE 88 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 154 TABLE 89 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 155 TABLE 90 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 155 TABLE 91 UK: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 155 14.3.3 FRANCE 156 14.3.3.1 Robust interoperability for EHR systems to drive market 156 TABLE 92 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 156 TABLE 93 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 157 TABLE 94 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 157 TABLE 95 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 157 TABLE 96 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 158 TABLE 97 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 158 TABLE 98 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 158 TABLE 99 FRANCE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 159 14.3.4 ITALY 159 14.3.4.1 Rising need for evidence-based CDSS to drive market 159 TABLE 100 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 159 TABLE 101 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 160 TABLE 102 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 160 TABLE 103 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 160 TABLE 104 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 161 TABLE 105 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 161 TABLE 106 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 161 TABLE 107 ITALY: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 162 14.3.5 SPAIN 162 14.3.5.1 Growing focus on improving patient outcomes to support market growth 162 TABLE 108 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 162 TABLE 109 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 163 TABLE 110 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 163 TABLE 111 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 163 TABLE 112 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 164 TABLE 113 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 164 TABLE 114 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 164 TABLE 115 SPAIN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 165 14.3.6 REST OF EUROPE 165 TABLE 116 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 165 TABLE 117 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 166 TABLE 118 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 166 TABLE 119 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 166 TABLE 120 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 167 TABLE 121 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 167 TABLE 122 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 167 TABLE 123 REST OF EUROPE: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 168 14.3.7 EUROPE: RECESSION IMPACT 168 14.4 ASIA PACIFIC 169 FIGURE 39 ASIA PACIFIC: CDSS MARKET SNAPSHOT 170 TABLE 124 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COUNTRY, 2021–2028 (USD MILLION) 170 TABLE 125 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 171 TABLE 126 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 171 TABLE 127 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 171 TABLE 128 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 172 TABLE 129 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 172 TABLE 130 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 172 TABLE 131 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 173 TABLE 132 ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 173 14.4.1 JAPAN 173 14.4.1.1 Rising need to digitize patient records to propel market 173 TABLE 133 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 174 TABLE 134 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 174 TABLE 135 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 174 TABLE 136 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 175 TABLE 137 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 175 TABLE 138 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 175 TABLE 139 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 176 TABLE 140 JAPAN: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 176 14.4.2 CHINA 176 14.4.2.1 Established healthcare reforms for EMR solutions to drive market 176 TABLE 141 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 177 TABLE 142 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 177 TABLE 143 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 178 TABLE 144 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 178 TABLE 145 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 178 TABLE 146 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 179 TABLE 147 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 179 TABLE 148 CHINA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 179 14.4.3 INDIA 180 14.4.3.1 Rising adoption of telemedicine to support market growth 180 TABLE 149 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 180 TABLE 150 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 180 TABLE 151 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 181 TABLE 152 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 181 TABLE 153 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 181 TABLE 154 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 182 TABLE 155 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 182 TABLE 156 INDIA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 182 14.4.4 REST OF ASIA PACIFIC 183 TABLE 157 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 183 TABLE 158 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 184 TABLE 159 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 184 TABLE 160 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 184 TABLE 161 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 185 TABLE 162 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 185 TABLE 163 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 185 TABLE 164 REST OF ASIA PACIFIC: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 186 14.4.5 ASIA PACIFIC: RECESSION IMPACT 186 14.5 REST OF THE WORLD 186 TABLE 165 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY REGION, 2021–2028 (USD MILLION) 186 TABLE 166 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 187 TABLE 167 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 187 TABLE 168 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 187 TABLE 169 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 188 TABLE 170 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 188 TABLE 171 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 188 TABLE 172 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 189 TABLE 173 REST OF THE WORLD: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 189 14.5.1 LATIN AMERICA 189 14.5.1.1 Developments in healthcare infrastructure to support market growth 189 TABLE 174 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 190 TABLE 175 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 190 TABLE 176 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 190 TABLE 177 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 191 TABLE 178 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 191 TABLE 179 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 191 TABLE 180 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 192 TABLE 181 LATIN AMERICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 192 14.5.2 MIDDLE EAST & AFRICA 192 14.5.2.1 Increasing investments in HCIT solutions to propel market 192 TABLE 182 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY COMPONENT, 2021–2028 (USD MILLION) 193 TABLE 183 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY DELIVERY MODE, 2021–2028 (USD MILLION) 193 TABLE 184 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY PRODUCT, 2021–2028 (USD MILLION) 193 TABLE 185 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY TYPE, 2021–2028 (USD MILLION) 194 TABLE 186 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY MODEL, 2021–2028 (USD MILLION) 194 TABLE 187 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY INTERACTIVITY LEVEL, 2021–2028 (USD MILLION) 194 TABLE 188 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY APPLICATION, 2021–2028 (USD MILLION) 195 TABLE 189 MIDDLE EAST & AFRICA: CLINICAL DECISION SUPPORT SYSTEMS MARKET, BY SETTING, 2021–2028 (USD MILLION) 195 14.5.3 REST OF THE WORLD: RECESSION IMPACT 195 15 COMPETITIVE LANDSCAPE 196 15.1 OVERVIEW 196 15.2 STRATEGIES ADOPTED BY KEY PLAYERS 196 TABLE 190 CLINICAL DECISION SUPPORT SYSTEMS MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS 197 15.3 REVENUE SHARE ANALYSIS OF LEADING MARKET PLAYERS 198 FIGURE 40 REVENUE SHARE ANALYSIS OF KEY PLAYERS 198 15.4 MARKET SHARE ANALYSIS 199 FIGURE 41 MARKET SHARE ANALYSIS, BY KEY PLAYER (2022) 199 15.5 COMPANY EVALUATION MATRIX 200 15.5.1 STARS 200 15.5.2 EMERGING LEADERS 201 15.5.3 PERVASIVE PLAYERS 201 15.5.4 PARTICIPANTS 201 15.5.5 COMPANY FOOTPRINT 201 TABLE 191 CLINICAL DECISION SUPPORT SYSTEMS MARKET: COMPANY FOOTPRINT OF KEY PLAYERS 201 TABLE 192 CLINICAL DECISION SUPPORT SYSTEMS MARKET: APPLICATION & PRODUCT FOOTPRINT OF KEY PLAYERS 202 TABLE 193 CLINICAL DECISION SUPPORT SYSTEMS MARKET: REGIONAL FOOTPRINT OF KEY PLAYERS 202 FIGURE 42 CLINICAL DECISION SUPPORT SYSTEMS MARKET: COMPANY EVALUATION MATRIX (2022) 203 15.6 COMPANY EVALUATION MATRIX FOR STARTUPS/SMES 204 15.6.1 PROGRESSIVE COMPANIES 204 15.6.2 RESPONSIVE COMPANIES 204 15.6.3 DYNAMIC COMPANIES 204 15.6.4 STARTING BLOCKS 204 FIGURE 43 COMPANY EVALUATION MATRIX FOR STARTUPS/SMES (2022) 205 15.6.4.1 COMPETITIVE BENCHMARKING 206 TABLE 194 CLINICAL DECISION SUPPORT SYSTEMS MARKET: DETAILED LIST OF KEY STARTUPS/SMES 206 TABLE 195 CLINICAL DECISION SUPPORT SYSTEMS MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES) 207 15.7 COMPETITIVE SITUATIONS AND TRENDS 207 TABLE 196 CLINICAL DECISION SUPPORT SYSTEMS MARKET: PRODUCT LAUNCHES, APPROVALS, AND ENHANCEMENTS (JANUARY 2020–AUGUST 2023) 208 15.7.1 DEALS 210 TABLE 197 CLINICAL DECISION SUPPORT SYSTEMS MARKET: DEALS (JANUARY 2020–AUGUST 2023) 210 15.7.2 OTHER DEVELOPMENTS 212 TABLE 198 CLINICAL DECISION SUPPORT SYSTEMS MARKET: OTHER DEVELOPMENTS (JANUARY 2020–AUGUST 2023) 212
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