Index

A

ACA   See Affordable Care Act

Affordable Care Act 64, 161, 203-205, 316

AHCA   See Agency for Healthcare Administration

AHRQ   See Agency for Healthcare Research and Quality

Adjusted R^2   109-110

Administration   242-243

Administrative Code sets   244-246

Agency for Healthcare Administration   204-206, 306, 316

American Recovery and Reinvestment Act   204-205, 242, 248  

Analytics in Action   See Health Analytics

ARRA   See American Recovery and Reinvestment Act  

Assess   251

See also SEMMA

Automation   313

Average   See Descriptive Statistics

B

Behavioral Risk Factor Surveillance System   156

Better Care Reconciliation Act   204-207, 306

BCRA   See Better Care Reconciliation Act  

BEMO   321-322

Big Data   319-321

Binary   37

BRFSS   See Behavioral Risk Factor Surveillance System  

Broccoli   11

C

Caloric Intake   110-115

CDC   See Centers for Disease Control and Prevention

CDT   See Code on Dental Procedures and Nomenclature  

Centers for Disease Control and Prevention   202

Centers for Medicare and Medicaid Services   202-203  

Claim Errors   62

Claims Adjudication   162, 165-167

Claims System   162, 167

Closed System   126

Cloud Computing   27-28, 126-127

CMS   See Centers for Medicare and Medicaid Services  

Code on Dental Procedures and Nomenclature   245

Computerized Physician Order Entry System   18

Consumer   208, 252-253, 279-280, 310-312

Corpus   281

Count   See Descriptive Statistics

CPOE   See Computerized Physician Order Entry System  

CPT   See Current Procedure Terminology

Current Procedure Terminology   244-245

D

Data   37, 46, 69-73, 77

Levels   37, 46

Missing   77

Public   72-73

Quality   69-72

Roles   37, 46

Types   37

Data Mining   See Health Analytics

DEA   See Drug Enforcement Agency

Decision Tree Model   175-1777

Department of Health and Human Services (HHS)   167, 202, 318

Descriptive Analytics   See Health Analytics

Descriptive Statistics   73-74

Average   73

Count   73

Kurtosis   74

Mean    74

Median   73-74

Mode   74

Minimum   74

Maximum   74

Outliers   74

Range   74

Skewness   74

Standard Deviation   74

Variance   74

Digital Disruption   334-336

Digital Health   104, 253

Digital Transformation   334-336

Disruption   25, 104-105, 313, 334-336

Drug Enforcement Agency   203

E

EBP    See Evidence Based Practice

EDI   See Electronic Data Interchange

EHR   See Electronic Health Record

Electronic Data Interchange    167-174

Electronic Health Record   18, 68, 126-134

Implementation   128-133

Success Factors   130

Electronic Medical Record   See Electronic Health Record

Employee Wellness   103

EMR   See Electronic Health Record

Ensemble Model   214

Enterprise Miner   35-36

See also SAS

EORTC   See European Organization of Research and Treatment of Cancer

Errors   62, 66, 69-71

Event Classification Table   152

Evidence Based Practice   28-29, 320

Explore   73-75

See also SEMMA

European Organization of Research and Treatment of Cancer   197

F

FDA   See Food and Drug Administration

Food and Drug Administration   203

Fraud and Abuse Interventions   215

Fraud Detection   215

Future Trends   309-310

G

Government   13, 18, 202-204, 316-317

See also Health Data Sources

Government Agencies   202

Government Billing and Payments   209-210

Government Data Sharing   207-209

H

HCPCS   See Healthcare Common Procedure Coding System  

Health Analytics   20-25

analytics in action   25-26

data mining   24-25

descriptive   22

decision making   21

decision theory   22-23

predictive   22

prescriptive   22

platforms   25

Health Anamatics  9-11, 26-32

Architecture   26-28

Careers   29-32

Health and Nutrition   39, 55

Health Data Sources   17-18

Government   18

Patient   17

Payer   18

Provider   18

Health Informatics   14-17

Health Information Technology   14-17, 104

Health information   17-18

Health information management   18-19

See also Health systems

Health Insurance Portability and Accountability Act   106, 163, 167-168, 203-205, 242-251

Health Quality   66-67, 71-72, 97, 118

Agency for Healthcare Research and Quality   66-67, 118

Health Employer Data Information Set   67, 97

Health Quality Information System (HQIS)   67

Joint Commission on the Accreditation of Health Care Organizations   66-67

National Committee for Quality Assurance 66-67, 97

National Quality Forum   67

Six Sigma   71-72

Health Risk   252-256

Health Systems

See Claims System

See Digital Health

See Electronic Health Record

See Employee Wellness

See Mobile Health

See Personal Health Record

See Social Media

See Wearable Technology

Healthcare Common Procedure Coding System   245

Healthcare Cost and Utilization   118-120

Healthcare Globalization   11, 71, 316

Healthcare Universe   14-15

Healthcare Value Chain   10-11

Heart Attack Payment   77-78

Heart Rate   105, 116-117

HEDIS   See Health Employer Data Information Set

HCUP   See Healthcare Cost and Utilization Project

HHS   See Department of Health and Human Services

High-Performance Data Mining   321-323

Hip Fracture Risk   270-273

HIPAA   See Health Insurance Portability and Accountability Act

Hospital Acquired Conditions   137

HPDM   See High-Performance Data Mining

See also SEMMA

HQIS   See Health Quality Information System

I

ICD   See International Classification of Diseases  

Immunizations   102, 281, 155-157

Inpatient Mortality   177

Inpatient Setting   124-125

Inpatient Utilization   118

Input   37

International Classification of Diseases   164, 244-245

Interval   37

J

JCAHO   See Joint Commission on the Accreditation of Health Care Organizations

K

Kurtosis   See Descriptive Statistics

L

Laboratory and Clinical Codes   246

Learning

Applied   4

Deep   5

Empowered   4

Engaged   4

Experiential    4

Integrative   4, 7

Learning Phases

Capture   4-5

Communicate   4-5

Connect   4-5

Learning Techniques

Effort   6

Interleaving   5

Learning Journal   6, 8

Reflection   6

Retrieval practice   6

Rigor   6

     See also Real-World Rigor

Retention   5-6

Spaced Repetition   6

LifeLogs   336-339

Lift   137

Linear Regression Model   108

See also Multiple Linear Regression Model

Logistic Regression Model   135

LOINC   See Laboratory and Clinical Codes

M

Maximum   See Descriptive Statistics

Mean   See Descriptive Statistics

Meaningful Use   68-69, 129-130, 133

Memory   3

Long-term   3

Inside Out   3

Median   See Descriptive Statistics

Mental Model   3-4

Maintenance   3-4

Building   3-4

mHealth   See Mobile Health

Minimum   See Descriptive Statistics

Mobile Health   104-105, 116, 249-251

Mode   See Descriptive Statistics

Model

See also SEMMA

Modify

See also SEMMA

Moore's Law   15-16

Multiple Linear Regression Model   108

See also Linear Regression Model 

N

National Committee for Quality Assurance   See Health Quality

National Drug Codes   246

National Institutes of Health   203

NCQA   See Health Quality

NDC   See National Drug Codes

Neural Network Model   212-213

NIH   See National Institutes of Health

Nodes   36

Data Partition   37

Decision Tree   175

Ensemble   214

File Import   37

Graph Explore   75

HP Data Partition   323

HP Explore   323

HP Impute   323

HP Neural   323

HP Regression   323

HP Tree   323

Impute   77

Interactive Binning   77

MutliPlot   75

Neural Network   212

Regression   108, 135

Replacement   77

Sample   37

Stat Explore   74

Text Cluster   284

Text Filter   283

Text Parsing   282

Transform Variables   77

Nominal   37

O

OCR   See Office for Civil Rights

Odds Ratio   137

Office for Civil Rights   203

OnDemand for Academics   See SAS

On-Premise   126-127

Open System   126

Ordinal   37

Outliers   See Descriptive Statistics

Outpatient Setting   124-125

P

P4P   See Pay for Performance 

Parsimonious   109, 115, 154

Patient   17, 102

See also Health Data Sources

Pay for Performance   13, 24, 129, 161, 206

Payer   17, 160-161

See also Health Data Sources

Personal Health Record   17, 102-103, 106-107, 162, 246

PHR   See Personal Health Record

Population Health Management   162

Predictive Analytics   See Health Analytics

Prescriptive Analytics   See Health Analytics

Presidential Speeches   285-286

Privacy   12, 205, 247-249

Provider   17, 124

See also Health Data Sources

Public Health   318-319

P-value   109

R

R^2   110

Range   See Descriptive Statistics

Rare-event Oversampling   62-64

Readmissions Risk   235-238

Real-world rigor   7

Regression Equation   110

Rejected   37

Rigor   7

See also Real-world rigor

Robotics   313

Robotic Surgery   314-315

S

Sample   36-38

See also SEMMA

SAS   25, 35-36, 38-39

About   25

Enterprise Miner   35-36

OnDemand for Academics   38-39

Security   30, 205, 246-247

Self-Reported General Health   197-199

SEMMA   34-38, 72-75, 251

Sample   36-38

Explore   72-75

Modify   76-77

Model   107

Assess   251

Text   281-285

HPDM   322-323

Service Oriented Architecture   27

SIDS   See Sudden Infant Death Syndrome  

Six Sigma   See Health Quality

Skewness   See Descriptive Statistics

SOA   See Service Oriented Architecture  

Social Media   276-277

Social Media Maturity   279

Social Media Policy   278

SRGH   See Self-Reported General Health  

Standard Deviation   See Descriptive Statistics

Stepwise Regression   109

Sudden Infant Death Syndrome   323-324

Surveillance  75-76, 156, 320-321

See also Behavioral Risk Factor Surveillance System

Survey Sampling   36-39

T

Target   37

Telemedicine   19-20, 104, 126, 336

Text   281-285

See also SEMMA

Text Filter Viewer   295

Text Messaging   280

Text Mining   281

Text Mining Process   281

Tweets

U

Unary   37

Unstructured Data   275

V

Value-Based Healthcare   68, 160, 316

Variance   See Descriptive Statistics

View Concept Links   295

W

Wearable Technology    17-18, 104, 336-337