NUR3114 Leadership & Management 2024 Exam
Types of data analytics - Answer-descriptive, diagnostic, predictive, prescriptive
Descriptive Analytics - Answer-Creates a summary of historical data to yield insights
- What happened?
- How many, when and where?
Diagnostic analytic - Answer-Investigate the reasons for what happened, encompassing data mining,
correlation, drill-down
- Why did it happen?
- Where should we investigate?
Predictive Analytics - Answer-Identify future probabilities and trends
- What will happen next?
- What are the pattern?
Prescriptive Analytics - Answer-The set of analytical techniques that yield a best course of action.
- What if we do this?
- What will be the next best actions?
,Value - Answer-- Value = Outcome/ Cost
- Value: health outcome per dollar
- Outcome: health outcome
- Cost: cost it taks to reach those outcomes
Provider value - Answer-- Health system (National level)
- Healthcare system (National level)
- Provider institution (Provider level)
- Provider-team (Provider level)
- Clinician
Customer value - Answer-Community, Resident, Patient
Big Data - 6 Vs - Answer-Volume, Velocity, Variety, Veracity, Variability, Value
Velocity - Answer-Batch - Real time - Streaming
Variety - Answer-Structured, Semi-structured, Unstructured
Veracity - Answer-The degress of trust on big data: Authenticity, Availability, Accountability,
Trustworthiness
Variability - Answer-Changing data, model drifts, concept/linkage changes, integration
Value - Answer-Extraction of valuable knowledge and insights
, * Standardization, measurement, continuous improvement* - Answer-- Standardization of outcomes &
value measurement
- Standardization of input population (population segmentation)
- Standardization of care processes and output
- Standardization of costing
- Continuous improvement of value (SOSI methodology)
Patient Value Compass (FECC) - Answer-- Functional outcomes
- Experience outcomes
- Costs-to-patient outcomes
- Clinical outcomes
Functional outcomes (PIES) - Answer-- (P) Physical function
- (I) Mental health
- (E) Perceived wellbeing
- (S) Social role
Experience outcomes (D - B - D&D) - Answer-- Quality of Healthcare delivery
- Perception of health benefit received
- Delights & Disappointment
Costs-to-patient outcome - Answer-- Direct costs
- Indirect costs
Types of data analytics - Answer-descriptive, diagnostic, predictive, prescriptive
Descriptive Analytics - Answer-Creates a summary of historical data to yield insights
- What happened?
- How many, when and where?
Diagnostic analytic - Answer-Investigate the reasons for what happened, encompassing data mining,
correlation, drill-down
- Why did it happen?
- Where should we investigate?
Predictive Analytics - Answer-Identify future probabilities and trends
- What will happen next?
- What are the pattern?
Prescriptive Analytics - Answer-The set of analytical techniques that yield a best course of action.
- What if we do this?
- What will be the next best actions?
,Value - Answer-- Value = Outcome/ Cost
- Value: health outcome per dollar
- Outcome: health outcome
- Cost: cost it taks to reach those outcomes
Provider value - Answer-- Health system (National level)
- Healthcare system (National level)
- Provider institution (Provider level)
- Provider-team (Provider level)
- Clinician
Customer value - Answer-Community, Resident, Patient
Big Data - 6 Vs - Answer-Volume, Velocity, Variety, Veracity, Variability, Value
Velocity - Answer-Batch - Real time - Streaming
Variety - Answer-Structured, Semi-structured, Unstructured
Veracity - Answer-The degress of trust on big data: Authenticity, Availability, Accountability,
Trustworthiness
Variability - Answer-Changing data, model drifts, concept/linkage changes, integration
Value - Answer-Extraction of valuable knowledge and insights
, * Standardization, measurement, continuous improvement* - Answer-- Standardization of outcomes &
value measurement
- Standardization of input population (population segmentation)
- Standardization of care processes and output
- Standardization of costing
- Continuous improvement of value (SOSI methodology)
Patient Value Compass (FECC) - Answer-- Functional outcomes
- Experience outcomes
- Costs-to-patient outcomes
- Clinical outcomes
Functional outcomes (PIES) - Answer-- (P) Physical function
- (I) Mental health
- (E) Perceived wellbeing
- (S) Social role
Experience outcomes (D - B - D&D) - Answer-- Quality of Healthcare delivery
- Perception of health benefit received
- Delights & Disappointment
Costs-to-patient outcome - Answer-- Direct costs
- Indirect costs
