mhealth : the effective approach to optimize &...

© 2015 IBM Corporation1

mhealth : the effective approach to optimize & engage刘洪，IBM 4/22, 2015

2

微观察：健康服务业

如何把亚健康的潜在需求转化为“钢需”？政策设计 – 按照需求经济学的观点机构支出的效用（outcome）分析，提升机构购买者的意愿供应方能力 – 按照供应经济学观点

• 物联网支撑的可信赖性体系• 个性化、可学习的APP• GP 创业 “小微”化

健康服务产品设计的数据观点

横向融合 —— 可信互认、互操作一致性完整性如何切入闭环的（患者关系、临床、健康服务）流程纵向分析 —— 可持续认知学习（黏度、用户行为管理）绩效评测（可信赖的产出/支付方，可持续的商业模式）

技术

数据存储、沉淀和分析APP迭代进化非结构数据处理隐私和信息安全

April 24, 2015 © IBM CORPORATION 2014 4

How this APP designed?

IBM Mobilefirst platformIBM MAAS 360 Mobile Security PackageIBM Hospital Enterprise Integration ToolsIBM Enterprise Health Analytics

IBM Mobile First 平台

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移动设备管理 • 支持多种移动OS（Apple iOS,

Android, Windows Phones, BlackBerry and others）

移动应用管理• SDK 和 App-Wrapping

双角色模式 – 企业应用容器管理模式办公安全套件

• 安全邮件• 安全浏览器

安全文档共享企业应用目录集成提供SaaS管理和交付模式

MaaS360提供完整的企业移动管理解决方案

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Batch, real time, streamingFiles, messages, transactionsStandards based (e.g., HL7),

proprietaryStructured, unstructuredText, images, soundComplete, incompleteClean, dirty…

EMR

ADT

Claims

Financial

Supply Chain

HIE

Notes/Reports

Reference/3rd Party Files

Medical Devices

Lab

ER

Surgery

Codes

Genomics

Registries

Images

Voice

Pathology90%

31.7%

涉医健康系统的数据环境: 复杂和多样性（整合能力关系可信度）

Enterprise Health Analytics Providing the Foundation

Data Sources

Reference Codes,Master DataPatient MasterProvider MasterOrganization

External DataPayer Claims & membershipCMS ClaimsNational Health MetricsRegional Health MetricsHIE

Data SourcesCernerEpicAllscriptsSiemensPHRNextgen

FinancialHROperationalSupply Chain

Data Acquisition & Quality

Health Analytics Gateway

Data Mapping

Data Acquisition

Data Standards

Data Quality

Data Cleansing

Data Transform

Data Load

Data Aggregation & Storage

ProcedureMedication

Patient

LOB

Dat

a M

art L

ayer

Appl

icat

ion

Dat

a M

art L

ayer

Unified Data Model for Healthcare

Quality Hold

Business Access Services Solutions

AnalyticApplications

Standard BI Reports

Existing SQLScripts

Self-Serve Analytics (BSTs)

For Research

Population Risk Management

Explorys, Advisory Board, Premier

Batc

h &

Mes

sage

Fee

ds

Information Governance & Data Lineage Metadata Management

Data Governance/Stewardship – Enterprise Glossary, MDM, Reference Data Management

Information Server

Content Analytics (Natural Language Processing)

Utilization ManagementBI-Clinical

Revenue Cycle ManagementBI-Clinical

Other ApplicationRegulatory ReportingClinicalOperationsPredicative

Cognos, Business Objects, Tableau, SPSS

Self ServiceDashboarding & ReportingPredictive

Hadoop Cluster

BigInsights

Analytic capabilities organized in templates (BST’s)

AtomicWarehouse Model

Business Data Model

IDA

Business Terms

SupportiveContent

BG

Analytical Requirements

Dimensional WarehouseModel

Business Solution Templates - A collection of Analytical Requirements of pre-defined measures with dimensionality. BSTs provide a logical basis for Business Intelligence solutions.

Clinical Analytics Analysis Business rule event analysis Chronic disease management

analysis Clinical care variability analysis Patient problem fact Patient safety analysis Pharmacy utilization analysis Readmission analysis Surgery analysis

Disease Specific Measures Analysis

Cancer Screening and Care analysis

HEDIS Effectiveness of Care Cardiovascular analysis

HEDIS Effectiveness of Care Diabetes analysis

Stroke Disease Assessment and Care analysis

Financial Performance Analysis

Balance Sheet analysis Cash Flow analysis Claims Financial analysis

Financial Summary analysis Income Statement analysis Supply Chain Spend analysis

Operational Performance Analysis

Inpatient Operational Performance

Labor Productivity Labor Utilization Referral analysis Resource Utilization Survey analysis

Regulatory Reporting Analysis

Acute Claim analysis Core Measures analysis Hospital Acquired Conditions

analysis Meaningful Use analysis HEDIS ® Effectiveness of Care

Support HEDIS ® Experience of Care

Support HEDIS ® Utilization and Relative

Resource Use NHSN Statistics

来自IBM—您的创新伙伴—的一个案例

IBM 服务内容• 数据分析技术• 维护和变更服务• 应用整合平台

开放的合作• 精神健康临床/科研

Predictive Analytics

BI, Reporting (Cognos)

Integrated Data

Management

Other Infrastructure

Solution Platform

精神疾病医疗和社会保障计

划

精神疾病预防和筛查模型和

程序

精神卫生社会协作平台

精神卫生健康教育和干预

第三方数据服务

Security & Compliance

Care Management (Curam)

与疾病有关的专业方案

信息技术支撑

必要的业务协作和数据服务

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mhealth : the effective approach to optimize &...

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