Health care evaluation using computer simulation: concepts, methods, and applications
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY [u.a.]
Springer
2012
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXIII, 406 S. graph. Darst. |
| ISBN: | 9781461422327 9781461422334 1461422329 |
Internformat
MARC
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| 008 | 120508s2012 d||| |||| 00||| eng d | ||
| 020 | |a 9781461422327 |9 978-1-4614-2232-7 | ||
| 020 | |a 9781461422334 |9 978-1-4614-2233-4 | ||
| 020 | |a 1461422329 |9 1-4614-2232-9 | ||
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| 041 | 0 | |a eng | |
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| 084 | |a ST 640 |0 (DE-625)143686: |2 rvk | ||
| 100 | 1 | |a Sobolev, Boris I. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Health care evaluation using computer simulation |b concepts, methods, and applications |c Boris Sobolev ; Victor Sánchez ; Kuramoto Lisa |
| 264 | 1 | |a New York, NY [u.a.] |b Springer |c 2012 | |
| 300 | |a XXIII, 406 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 0 | 7 | |a Computersimulation |0 (DE-588)4148259-1 |2 gnd |9 rswk-swf |
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| 689 | 0 | 2 | |a Computersimulation |0 (DE-588)4148259-1 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Sánchez, Victor |e Verfasser |4 aut | |
| 700 | 1 | |a Kuramoto, Lisa |e Verfasser |4 aut | |
| 856 | 4 | 2 | |m Digitalisierung UB Regensburg |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024978235&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-024978235 | ||
Datensatz im Suchindex
| _version_ | 1804149082329972736 |
|---|---|
| adam_text | Contents
Part I Concepts
1
Intervention Research in Health Care
.................................... 3
1.
1 Intervention Studies
.................................................. 3
1.2
Causal Perspective
................................................... 4
1.3
Analytical Framework
............................................... 6
1
.4
Study Designs
........................................................ 8
1
.5
Statistical Reasoning
................................................. 10
1.6
Types of Questions
...................................................
II
2
Simulation Studies
.......................................................... 19
2.1
Computer Simulation Modeling
..................................... 19
2.2
Causal Reasoning
.................................................... 23
2.3
Types of Factors
...................................................... 25
2.4
Types of Outcomes
................................................... 28
2.5
Reporting Results
.................................................... 29
3
Framing the Process of Care
.............................................. 31
3.1
Functional View
...................................................... 31
3.2
Taxonomy of Activities
.............................................. 33
3.3
Diagnostic Stage
...................................................... 35
3.4
Preoperative
Stage
.................................................... 38
3.5
Operative Stage
....................................................... 46
3.6
Postoperative Stage
................................................... 46
3.7
Resource Allocation
.................................................. 48
3.8
Reactive Nature of Surgical Care
.................................... 48
4
Simulation Models
.......................................................... 53
4.1
Types of Models
...................................................... 53
4.2
Monte Carlo Simulation
............................................. 54
4.3
System Dynamics
.................................................... 55
4.4
Markov Models
....................................................... 57
xii Contents
4.5
Discrete-Event
Simulation........................................... 59
4.6
Agent-Based
Models................................................. 61
4.7
Choice of Modeling Technique
...................................... 62
5
UML Diagrams for the Process of Care
.................................. 63
5.1
Overview of Diagrams
............................................... 63
5.2
Class Diagrams
....................................................... 65
5.3
Use Case Diagrams
................................................... 68
5.4
Activity Diagrams
.................................................... 71
5.5
State Diagrams
....................................................... 71
5.6
Sequence Diagrams
.................................................. 76
5.7
Timing Diagrams
..................................................... 78
6 Statecharts
for Patient Flow
............................................... 83
6.1
Visual Formalism
..................................................... 83
6.2
Representing Reactive Systems
...................................... 85
6.3
Representing Patient Flow
........................................... 90
6.4
Modeling Requirements
.............................................. 91
6.5
Modeling Assumptions
.............................................. 93
6.6
Input Parameters
...................................................... 94
6.7
Output Data
........................................................... 94
Part II Methods
7
Design of a Simulation Study
.............................................. 97
7.1
Simulation Study as Intervention Research
......................... 97
7.2
Analytical Framework
............................................... 99
7.3
Experimental Design
................................................. 102
7.4
Plan of Analysis
...................................................... 108
8
Planning a Study at the Cluster Level
.................................... 115
8.1
Cluster-Level Proportions
............................................ 116
8.2
Measuring Performance with Proportions
.......................... 118
8.3
Comparing Proportions
.............................................. 120
8.4
Number of Runs for Comparing Proportions
....................... 122
8.5
Cluster-Level Averages
.............................................. 125
8.6
Measuring Performance with Averages
............................. 126
8.7
Comparing Averages
................................................. 128
8.8
Number of Runs for Comparing Averages
.......................... 130
9
Planning a Study at the Individual Level
................................ 133
9.1
Individual-Level Proportions
........................................ 133
9.2
Measuring Performance with Proportions
.......................... 135
9.3
Comparing Proportions
.............................................. 138
9.4
Number of Runs for Comparing Proportions
....................... 140
9.5
Individual-Level Rates
............................................... 143
9.6
Measuring Performance with Rates
................................. 145
Contents xiii
9.7
Comparing
Rates..................................................... 147
9.8
Number of Runs for Comparing Rates
.............................. 148
10
Reporting on a Simulation Study
......................................... 153
10.1
CONSORT Guidelines
............................................... 153
10.2
Reporting the Study Question
....................................... 157
10.3
Reporting the Study Methods
........................................ 161
10.4
Reporting the Results
................................................ 169
10.5
Reporting with Effective Tables
..................................... 175
11
Evaluations at the Cluster Level
.......................................... 177
11.1
Scenario Involving Proportions
...................................... 177
11.2
Preparing Data for Analysis of Proportions
......................... 178
11.3
Adjusting Effect Size for Proportions
............................... 180
11.4
Reporting Results for Proportions
................................... 183
11.5
Scenario Involving Averages
........................................ 184
11.6
Preparing Data for Analysis of Averages
........................... 185
11.7
Adjusting Effect Size for Averages
................................. 186
11.8
Reporting Results for Averages
...................................... 189
12
Evaluations at the Individual Level
....................................... 193
12.1
Scenario Involving Proportions
...................................... 193
12.2
Preparing Data for Analysis of Proportions
........................ 194
12.3
Adjusting Effect Size for Proportions
............................... 195
12.4
Reporting Results for Proportions
................................... 200
12.5
Scenario Involving Rates
............................................. 201
1
2.6
Preparing Data for Analysis of Rates
................................ 202
12.7
Adjusting Effect Size for Rates
...................................... 203
12.8
Reporting Results for Rates
.......................................... 207
Part HI Applications
13
Simulation Model for Surgical Service
................................... 211
13.1
Modeled Process
..................................................... 211
13.2
Modeling Requirements
.............................................. 212
13.3
Modeling Assumptions
.............................................. 220
13.4
Implementation Details
.............................................. 224
13.5
Describing Patient Flow with
Statecharts........................... 230
14
Booking Consultation Appointments
..................................... 231
14.1
The Simulation Study
................................................ 231
14.2
The Simulation Model
............................................... 233
14.3
Plan of Experiment
................................................... 236
14.4
Evaluation of Experiment
............................................ 243
14.5
Three-Way Comparison
.............................................. 257
xiv Contents
15
Managing Presurgical Screening
......................................... 279
15.1
The Simulation Study
................................................ 279
15.2
The Simulation Model
............................................... 281
15.3
Plan of Experiment
................................................... 284
15.4
Evaluation of Experiment
............................................ 289
16
Booking Elective Surgery
.................................................. 301
16.1
The Simulation Study
................................................ 301
16.2
The Simulation Model
............................................... 303
16.3
Plan of Experiment
................................................... 307
16.4
Evaluation of Experiment
............................................ 312
17
Booking Anesthesiology Consultations
................................... 323
17.1
Background
........................................................... 323
17.2
The Management Alternatives
....................................... 324
17.3
The Simulation Model
............................................... 324
17.4
Plan of Experiment
................................................... 326
17.5
Plan of Evaluation
.................................................... 329
18
Managing Postoperative Care
............................................. 335
18.1
Background
........................................................... 335
18.2
The Management Alternatives
....................................... 336
18.3
The Simulation Model
............................................... 336
18.4
Plan of Experiment
................................................... 338
18.5
Plan of Evaluation
.................................................... 341
19
Discharge Planning
......................................................... 347
19.1
Background
........................................................... 347
19.2
The Management Alternatives
....................................... 348
19.3
The Simulation Model
............................................... 348
19.4
Plan of Experiment
................................................... 350
19.5
Evaluation of Experiment
............................................ 354
Appendices
A Framing the Questions
..................................................... 361
В
Determining the Sufficient Number of Simulation Runs
............... 367
С
Specifications of the
Statechart
Diagram
................................ 371
D
Data Dictionaries for Case Studies
....................................... 379
Glossary
........................................................................... 385
References
......................................................................... 391
Index
............................................................................... 399
|
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| id | DE-604.BV040122173 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T00:17:22Z |
| institution | BVB |
| isbn | 9781461422327 9781461422334 1461422329 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024978235 |
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| owner_facet | DE-355 DE-BY-UBR |
| physical | XXIII, 406 S. graph. Darst. |
| publishDate | 2012 |
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| publishDateSort | 2012 |
| publisher | Springer |
| record_format | marc |
| spelling | Sobolev, Boris I. Verfasser aut Health care evaluation using computer simulation concepts, methods, and applications Boris Sobolev ; Victor Sánchez ; Kuramoto Lisa New York, NY [u.a.] Springer 2012 XXIII, 406 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Computersimulation (DE-588)4148259-1 gnd rswk-swf Bewertung (DE-588)4006340-9 gnd rswk-swf Gesundheitswesen (DE-588)4020775-4 gnd rswk-swf Gesundheitswesen (DE-588)4020775-4 s Bewertung (DE-588)4006340-9 s Computersimulation (DE-588)4148259-1 s DE-604 Sánchez, Victor Verfasser aut Kuramoto, Lisa Verfasser aut Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024978235&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Sobolev, Boris I. Sánchez, Victor Kuramoto, Lisa Health care evaluation using computer simulation concepts, methods, and applications Computersimulation (DE-588)4148259-1 gnd Bewertung (DE-588)4006340-9 gnd Gesundheitswesen (DE-588)4020775-4 gnd |
| subject_GND | (DE-588)4148259-1 (DE-588)4006340-9 (DE-588)4020775-4 |
| title | Health care evaluation using computer simulation concepts, methods, and applications |
| title_auth | Health care evaluation using computer simulation concepts, methods, and applications |
| title_exact_search | Health care evaluation using computer simulation concepts, methods, and applications |
| title_full | Health care evaluation using computer simulation concepts, methods, and applications Boris Sobolev ; Victor Sánchez ; Kuramoto Lisa |
| title_fullStr | Health care evaluation using computer simulation concepts, methods, and applications Boris Sobolev ; Victor Sánchez ; Kuramoto Lisa |
| title_full_unstemmed | Health care evaluation using computer simulation concepts, methods, and applications Boris Sobolev ; Victor Sánchez ; Kuramoto Lisa |
| title_short | Health care evaluation using computer simulation |
| title_sort | health care evaluation using computer simulation concepts methods and applications |
| title_sub | concepts, methods, and applications |
| topic | Computersimulation (DE-588)4148259-1 gnd Bewertung (DE-588)4006340-9 gnd Gesundheitswesen (DE-588)4020775-4 gnd |
| topic_facet | Computersimulation Bewertung Gesundheitswesen |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024978235&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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