SlideShare a Scribd company logo
1 of 36
Tassos Sarampalis   1
Chapters 8 and 9




                   2
3
• Non-equivalent groups and historical controls

• Interrupted time series

• Single-case experimental designs

• Cross-lagged correlational designs

                                                  4
• Similar to real experiments
• Typically involve pre- and post-treatment
  measurements

• But:
  Without random assignment -> Groups are not
  equivalent


                                              5
also known as literature controls

• Easier
• Fewer ethical worries

But:
Caution because of selection and report bias

                                               6
14

                8
13                                 4
                7
12                                 3
                6
11                                 2
                5
10                                  1
     97   100         103         106         109
                4
                    107     110         113    116        119         122
                                   0
                                       118          120         122         124   126 7
14                                    8                             4

13                                    7                             3

12                                    6                             2
                            15
11                                    5                             1

                            12                                      0
10                                    4
     97   100   103   106    109          107 110 113 116 119 122       118   120   122   124   126

                            9


                            6


                            3


                            0
                                 95   100 105 110 115 120 125 130                               8
Lived   Died   Total   % who lived
Hospital A   790     210    1000
Hospital B   900     100    1000




                                                  9
Lived   Died   Total   % who lived
Hospital A   790     210    1000    79%
Hospital B   900     100    1000    90%




                                                  10
Lived       Died   Total   % who lived
Hospital A      790         210    1000    79%
Hospital B      900         100    1000    90%



Fair Condition and Better
                Lived       Died   Total   % who lived
Hospital A      580         10     590
Hospital B      860         30     890

Poor Condition and Worse
                Lived       Died   Total   % who lived
Hospital A      210         200    410
Hospital B      40          70     110
                                                         11
Lived       Died   Total   % who lived
Hospital A      790         210    1000    79%
Hospital B      900         100    1000    90%



Fair Condition and Better
                Lived       Died   Total   % who lived
Hospital A      580         10     590     98.3%
Hospital B      860         30     890     96.6%

Poor Condition and Worse
                Lived       Died   Total   % who lived
Hospital A      210         200    410     51.2%
Hospital B      40          70     110     36.3%
                                                         12
• A series of discreet measurements

• A clear definition of the beginning and ending
  of the treatment




                                               13
14
15
• Regular




             N+1
                                             N

• Seasonal

             Autocorrelation Coeff.




                                      0   Time lag   16
• Repeated observations, but on a single case
  (or small number of cases)




                                                17
A1          A2




B1          B2

     time

                 18
A1          A2




B1          B2

     time

                 19
A1          A2
                 Test-Retest Correlations




B1          B2

     time

                                    20
A1          A2
                 Test-Retest Correlations



                 Synchronous Correlations




B1          B2

     time

                                    21
A1          A2
                  Test-Retest Correlations



                 Synchronous Correlations


                 Cross-Lagged Correlations

B1          B2

     time

                                     22
A1          A2
                  Test-Retest Correlations



                 Synchronous Correlations


                 Cross-Lagged Correlations

B1          B2

     time

                                     23
24
Simple   = from the undivided population
Random   = every sampling unit is equally likely
           to be selected

With Replacement
Without Replacement



                                               25
Stratified = First divide population into strata
Random = In each stratum, each unit is
             equally likely to be selected

Advantage:
Reduced sampling error (improved accuracy)



                                                   26
27
28
29
30
31
32
33
34
35
36

More Related Content

Viewers also liked

Fran Taylor Internet Sales 20 Group
Fran Taylor Internet Sales 20 Group Fran Taylor Internet Sales 20 Group
Fran Taylor Internet Sales 20 Group
Sean Bradley
 
Pinterest training
Pinterest trainingPinterest training
Pinterest training
Sean Bradley
 
Islam Spreads - By Mateo Andrade
Islam Spreads - By Mateo AndradeIslam Spreads - By Mateo Andrade
Islam Spreads - By Mateo Andrade
ssclasstorremar
 
الحياه المسيحيه رغم التحديات الكنيسه الانجيليه بالابراهيميه
الحياه المسيحيه رغم التحديات   الكنيسه الانجيليه بالابراهيميهالحياه المسيحيه رغم التحديات   الكنيسه الانجيليه بالابراهيميه
الحياه المسيحيه رغم التحديات الكنيسه الانجيليه بالابراهيميه
Ibrahimia Church Ftriends
 
Opinia ministerstwa zdrowia ws. farm wiatrowych
Opinia ministerstwa zdrowia ws. farm wiatrowychOpinia ministerstwa zdrowia ws. farm wiatrowych
Opinia ministerstwa zdrowia ws. farm wiatrowych
Nowa Stepnica
 
لللللل
لللللللللللل
لللللل
samah25
 
The world at your fingertips
The world at your fingertipsThe world at your fingertips
The world at your fingertips
GraceAng23
 
Melihat%20 kota%20bandung%20dari%20segi%20lingkungan%20hidup%20dan
Melihat%20 kota%20bandung%20dari%20segi%20lingkungan%20hidup%20danMelihat%20 kota%20bandung%20dari%20segi%20lingkungan%20hidup%20dan
Melihat%20 kota%20bandung%20dari%20segi%20lingkungan%20hidup%20dan
Triandi Walian
 

Viewers also liked (16)

Fran Taylor Internet Sales 20 Group
Fran Taylor Internet Sales 20 Group Fran Taylor Internet Sales 20 Group
Fran Taylor Internet Sales 20 Group
 
Facebook
FacebookFacebook
Facebook
 
Majalah Kabupaten Report
Majalah Kabupaten ReportMajalah Kabupaten Report
Majalah Kabupaten Report
 
Pinterest training
Pinterest trainingPinterest training
Pinterest training
 
นำเสนอกับนักเรียน
นำเสนอกับนักเรียนนำเสนอกับนักเรียน
นำเสนอกับนักเรียน
 
Islam Spreads - By Mateo Andrade
Islam Spreads - By Mateo AndradeIslam Spreads - By Mateo Andrade
Islam Spreads - By Mateo Andrade
 
الحياه المسيحيه رغم التحديات الكنيسه الانجيليه بالابراهيميه
الحياه المسيحيه رغم التحديات   الكنيسه الانجيليه بالابراهيميهالحياه المسيحيه رغم التحديات   الكنيسه الانجيليه بالابراهيميه
الحياه المسيحيه رغم التحديات الكنيسه الانجيليه بالابراهيميه
 
E cronicon
E croniconE cronicon
E cronicon
 
Social Media Marketing
Social Media MarketingSocial Media Marketing
Social Media Marketing
 
Opinia ministerstwa zdrowia ws. farm wiatrowych
Opinia ministerstwa zdrowia ws. farm wiatrowychOpinia ministerstwa zdrowia ws. farm wiatrowych
Opinia ministerstwa zdrowia ws. farm wiatrowych
 
لللللل
لللللللللللل
لللللل
 
E tab5
E tab5E tab5
E tab5
 
The world at your fingertips
The world at your fingertipsThe world at your fingertips
The world at your fingertips
 
NRS Media RadioDays Presentation Europe 2012
NRS Media RadioDays Presentation Europe 2012NRS Media RadioDays Presentation Europe 2012
NRS Media RadioDays Presentation Europe 2012
 
Melihat%20 kota%20bandung%20dari%20segi%20lingkungan%20hidup%20dan
Melihat%20 kota%20bandung%20dari%20segi%20lingkungan%20hidup%20danMelihat%20 kota%20bandung%20dari%20segi%20lingkungan%20hidup%20dan
Melihat%20 kota%20bandung%20dari%20segi%20lingkungan%20hidup%20dan
 
2 1 islamic empires
2 1 islamic empires2 1 islamic empires
2 1 islamic empires
 

More from Vlady Fckfb

Psbe2 08 research methods 2011-2012 - week 6
Psbe2 08 research methods 2011-2012 - week 6Psbe2 08 research methods 2011-2012 - week 6
Psbe2 08 research methods 2011-2012 - week 6
Vlady Fckfb
 
Psbe2 08 research methods 2011-2012 - week 5
Psbe2 08 research methods 2011-2012 - week 5Psbe2 08 research methods 2011-2012 - week 5
Psbe2 08 research methods 2011-2012 - week 5
Vlady Fckfb
 
Psbe2 08 research methods 2011-2012 - week 4
Psbe2 08 research methods 2011-2012 - week 4Psbe2 08 research methods 2011-2012 - week 4
Psbe2 08 research methods 2011-2012 - week 4
Vlady Fckfb
 
Psbe2 08 research methods 2011-2012 - week 2
Psbe2 08 research methods 2011-2012 - week 2Psbe2 08 research methods 2011-2012 - week 2
Psbe2 08 research methods 2011-2012 - week 2
Vlady Fckfb
 
Psbe2 08 research methods 2011-2012 - week 6
Psbe2 08 research methods 2011-2012 - week 6Psbe2 08 research methods 2011-2012 - week 6
Psbe2 08 research methods 2011-2012 - week 6
Vlady Fckfb
 
Psbe2 08 research methods 2011-2012 - week 5
Psbe2 08 research methods 2011-2012 - week 5Psbe2 08 research methods 2011-2012 - week 5
Psbe2 08 research methods 2011-2012 - week 5
Vlady Fckfb
 
Psbe2 08 research methods 2011-2012 - week 4
Psbe2 08 research methods 2011-2012 - week 4Psbe2 08 research methods 2011-2012 - week 4
Psbe2 08 research methods 2011-2012 - week 4
Vlady Fckfb
 
Psbe2 08 research methods 2011-2012 - week 2
Psbe2 08 research methods 2011-2012 - week 2Psbe2 08 research methods 2011-2012 - week 2
Psbe2 08 research methods 2011-2012 - week 2
Vlady Fckfb
 
Psbe2 08 research methods 2011-2012 - week 7
Psbe2 08 research methods 2011-2012 - week 7Psbe2 08 research methods 2011-2012 - week 7
Psbe2 08 research methods 2011-2012 - week 7
Vlady Fckfb
 
Psbe2 08 research methods 2011-2012 - week 1
Psbe2 08 research methods 2011-2012 - week 1Psbe2 08 research methods 2011-2012 - week 1
Psbe2 08 research methods 2011-2012 - week 1
Vlady Fckfb
 

More from Vlady Fckfb (10)

Psbe2 08 research methods 2011-2012 - week 6
Psbe2 08 research methods 2011-2012 - week 6Psbe2 08 research methods 2011-2012 - week 6
Psbe2 08 research methods 2011-2012 - week 6
 
Psbe2 08 research methods 2011-2012 - week 5
Psbe2 08 research methods 2011-2012 - week 5Psbe2 08 research methods 2011-2012 - week 5
Psbe2 08 research methods 2011-2012 - week 5
 
Psbe2 08 research methods 2011-2012 - week 4
Psbe2 08 research methods 2011-2012 - week 4Psbe2 08 research methods 2011-2012 - week 4
Psbe2 08 research methods 2011-2012 - week 4
 
Psbe2 08 research methods 2011-2012 - week 2
Psbe2 08 research methods 2011-2012 - week 2Psbe2 08 research methods 2011-2012 - week 2
Psbe2 08 research methods 2011-2012 - week 2
 
Psbe2 08 research methods 2011-2012 - week 6
Psbe2 08 research methods 2011-2012 - week 6Psbe2 08 research methods 2011-2012 - week 6
Psbe2 08 research methods 2011-2012 - week 6
 
Psbe2 08 research methods 2011-2012 - week 5
Psbe2 08 research methods 2011-2012 - week 5Psbe2 08 research methods 2011-2012 - week 5
Psbe2 08 research methods 2011-2012 - week 5
 
Psbe2 08 research methods 2011-2012 - week 4
Psbe2 08 research methods 2011-2012 - week 4Psbe2 08 research methods 2011-2012 - week 4
Psbe2 08 research methods 2011-2012 - week 4
 
Psbe2 08 research methods 2011-2012 - week 2
Psbe2 08 research methods 2011-2012 - week 2Psbe2 08 research methods 2011-2012 - week 2
Psbe2 08 research methods 2011-2012 - week 2
 
Psbe2 08 research methods 2011-2012 - week 7
Psbe2 08 research methods 2011-2012 - week 7Psbe2 08 research methods 2011-2012 - week 7
Psbe2 08 research methods 2011-2012 - week 7
 
Psbe2 08 research methods 2011-2012 - week 1
Psbe2 08 research methods 2011-2012 - week 1Psbe2 08 research methods 2011-2012 - week 1
Psbe2 08 research methods 2011-2012 - week 1
 

Recently uploaded

Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Victor Rentea
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 

Recently uploaded (20)

Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontology
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering Developers
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 

Psbe2 08 research methods 2011-2012 - week 7

  • 3. 3
  • 4. • Non-equivalent groups and historical controls • Interrupted time series • Single-case experimental designs • Cross-lagged correlational designs 4
  • 5. • Similar to real experiments • Typically involve pre- and post-treatment measurements • But: Without random assignment -> Groups are not equivalent 5
  • 6. also known as literature controls • Easier • Fewer ethical worries But: Caution because of selection and report bias 6
  • 7. 14 8 13 4 7 12 3 6 11 2 5 10 1 97 100 103 106 109 4 107 110 113 116 119 122 0 118 120 122 124 126 7
  • 8. 14 8 4 13 7 3 12 6 2 15 11 5 1 12 0 10 4 97 100 103 106 109 107 110 113 116 119 122 118 120 122 124 126 9 6 3 0 95 100 105 110 115 120 125 130 8
  • 9. Lived Died Total % who lived Hospital A 790 210 1000 Hospital B 900 100 1000 9
  • 10. Lived Died Total % who lived Hospital A 790 210 1000 79% Hospital B 900 100 1000 90% 10
  • 11. Lived Died Total % who lived Hospital A 790 210 1000 79% Hospital B 900 100 1000 90% Fair Condition and Better Lived Died Total % who lived Hospital A 580 10 590 Hospital B 860 30 890 Poor Condition and Worse Lived Died Total % who lived Hospital A 210 200 410 Hospital B 40 70 110 11
  • 12. Lived Died Total % who lived Hospital A 790 210 1000 79% Hospital B 900 100 1000 90% Fair Condition and Better Lived Died Total % who lived Hospital A 580 10 590 98.3% Hospital B 860 30 890 96.6% Poor Condition and Worse Lived Died Total % who lived Hospital A 210 200 410 51.2% Hospital B 40 70 110 36.3% 12
  • 13. • A series of discreet measurements • A clear definition of the beginning and ending of the treatment 13
  • 14. 14
  • 15. 15
  • 16. • Regular N+1 N • Seasonal Autocorrelation Coeff. 0 Time lag 16
  • 17. • Repeated observations, but on a single case (or small number of cases) 17
  • 18. A1 A2 B1 B2 time 18
  • 19. A1 A2 B1 B2 time 19
  • 20. A1 A2 Test-Retest Correlations B1 B2 time 20
  • 21. A1 A2 Test-Retest Correlations Synchronous Correlations B1 B2 time 21
  • 22. A1 A2 Test-Retest Correlations Synchronous Correlations Cross-Lagged Correlations B1 B2 time 22
  • 23. A1 A2 Test-Retest Correlations Synchronous Correlations Cross-Lagged Correlations B1 B2 time 23
  • 24. 24
  • 25. Simple = from the undivided population Random = every sampling unit is equally likely to be selected With Replacement Without Replacement 25
  • 26. Stratified = First divide population into strata Random = In each stratum, each unit is equally likely to be selected Advantage: Reduced sampling error (improved accuracy) 26
  • 27. 27
  • 28. 28
  • 29. 29
  • 30. 30
  • 31. 31
  • 32. 32
  • 33. 33
  • 34. 34
  • 35. 35
  • 36. 36