SlideShare a Scribd company logo
1 of 43
Download to read offline
Research in simulation based health professions education:
Building houses or making bricks?
Adam Dubrowski, PhD
Learning and Research Institutes
Wilson Centre
Department of Paediatrics, UofT
Chaos in the Brickyard
Applying the Scientific Method and
underpinning research methodology to
generate evidence that will be used to build
simulation based education programs.
General Aim
•  Models of Medical Education
•  Introduction to Simulation
•  Working Model
•  Components of Simulation
–  Simulators
–  Educators
–  Organization
•  Future Directions
Outline
Apprenticeship Model
Trainer
Trainee
PatientCare
Shift in responsibility
Ashley, 2000
Apprenticeship Model
Trainer
Trainee
PatientCare
Gap
Ashley, 2000
Apprenticeship Model
Trainer
Trainee
PatientCare
More people die in a given year as a result of medical
errors ( 44,000) than from motor vehicle accidents
(43,458), breast cancer (42,297), or AIDS (16,516).
"To Err is Human, Building a Safety Health System" (2000).
Apprenticeship Model
Trainer
Trainee
PatientCare
Simulation
Simulation Based Education
Learn faster
Remember longer
Be safer
The replication of a task or an
event for the purpose of
education and/or assessment.
Simulation Based Education
Simulation Based Education
Working
model
Dubrowski, A., Brydges, R., Satterthwaite, L., Xeroulis, G., Classe, R.
American Journal of Surgery. in press.
Busy Environment: Multitasking
Simulation Based Education
Technical
Performance
Communication
Environment
Clinical
Knowledge
Attentional capacity
threshold
Additional
Learning
Simulation Based Education
Simulation Based Education
Technical
Performance
Communication
Environment
Clinical
Knowledge
Additional
Learning
Attentional capacity
threshold
Simulation Based Education
Technical
Performance
Communication
Environment
Clinical
Knowledge
Additional
Learning
Attentional capacity
threshold
Simulation Based Education
Technical
Performance
Communication
Environment
Clinical
Knowledge
Additional
Learning
Attentional capacity
threshold
Simulation Based Education
Technical
Performance
Communication
Environment
Clinical
Knowledge
Additional
Learning
Attentional capacity
threshold
Simulation Based Education
Evidence
Kurahashi et al. Surgery. 2010
Study 1: Does it work?
Can simulation based training help in
pre-training?
Practice
Skills
Test
Written
Test
1 week rest
Study 1: Does it work?
Skills Test: Expert Opinion
0
5
10
15
20
25
Written Test: Score
0
5
10
15
20
25
Trained
Novice
Novice
Trained
Novice
Novice
Study 1: Does it work?
simulation performanceimproves
Study 1: Does it work?
learningenables
Study 1: Does it work?
simulation
Simulation Based Education
How
to use it?
Simulation Based Education
Components
Simulators Educators Organization
Simulators
Information Flow Framework
Brydges et al., Am J Surg. 2007, Sidhu et al., J Vasc Surg. 2007
Study 2: Realism
Brydges et al., Am J Surg. 2007, Sidhu et al., J Vasc Surg. 2007
High fidelity
Animal model
Low fidelity
Study 2: Realism
Brydges et al., Am J Surg. 2007, Sidhu et al., J Vasc Surg. 2007
ExpertOpinion
0
5
10
15
20
25
Senior
0
5
10
15
20
25
Novice
Synthetic Cadaver
ExpertOpinion
Pre-training baseline
Synthetic Cadaver
Study 2: Realism
simulation appropriate modelsrequires
Study 3: Educators
Errors in learning
Xeroulis et al., Surgery. 2007
Study 3: Educators
Xeroulis et al., Surgery. 2007
ExpertOpinion
0
5
10
15
20
25
Post-training Retention
1 month
Pre-training baseline
Errors allowed
Errors not allowed
Independent learning
Study 3: Educators
simulation educated educatorsrequires
Organization
Moulton et al., Ann Surg. 2007
Optimal schedules
Study 4: Organization
Moulton et al., Ann Surg. 2007
1 2 3 4
1 hour
block
1 month
1 2 3 4
1 hour block
1 week
rest
1 month
distributed practice
massed practice
1 2 3 41 2 3 41 2 3 41 2 3 41 2 3 4
R
R
Transfer
Study 4: Organization
Moulton et al., Ann Surg. 2007
distributed
massed
ExpertOpinion
30
20
10
0
Pre-test
Microsurgical drill
Post-test
Rat
Transfer
Study 4: Organization
simulation effective curricularequires
Summary of Results
simulation appropriate modelsrequires
simulation educated educatorsrequires
simulation effective curricularequires
Implications
Trainer
Trainee
PatientCare
Medical Education = Evidence Based Education
Future
Technology
Future Directions
Mechanisms
Future Directions
Conclusions
Cell
Society


End
adam.dubrowski@sickkids.ca
http://www.slideshare.net/adam.dubrowski/dubrowski-bricks

More Related Content

What's hot

The Value Of Simulation Training For Healthcare 2015
The Value Of Simulation Training For Healthcare 2015The Value Of Simulation Training For Healthcare 2015
The Value Of Simulation Training For Healthcare 2015Alex Rawlings
 
Ngl2012 ossiannlisson etal120219
Ngl2012 ossiannlisson etal120219Ngl2012 ossiannlisson etal120219
Ngl2012 ossiannlisson etal120219Ebba Ossiannilsson
 
Medical Simulation 2.0: Improving value-based healthcare delivery
Medical Simulation 2.0:  Improving value-based healthcare deliveryMedical Simulation 2.0:  Improving value-based healthcare delivery
Medical Simulation 2.0: Improving value-based healthcare deliveryYue Dong
 

What's hot (6)

APR2 POD 2012
APR2 POD 2012APR2 POD 2012
APR2 POD 2012
 
The Value Of Simulation Training For Healthcare 2015
The Value Of Simulation Training For Healthcare 2015The Value Of Simulation Training For Healthcare 2015
The Value Of Simulation Training For Healthcare 2015
 
Evidence-based Healthcare IT
Evidence-based Healthcare ITEvidence-based Healthcare IT
Evidence-based Healthcare IT
 
Ngl2012 ossiannlisson etal120219
Ngl2012 ossiannlisson etal120219Ngl2012 ossiannlisson etal120219
Ngl2012 ossiannlisson etal120219
 
Medical Simulation 2.0: Improving value-based healthcare delivery
Medical Simulation 2.0:  Improving value-based healthcare deliveryMedical Simulation 2.0:  Improving value-based healthcare delivery
Medical Simulation 2.0: Improving value-based healthcare delivery
 
Smart aging-ibm-talk
Smart aging-ibm-talkSmart aging-ibm-talk
Smart aging-ibm-talk
 

Viewers also liked

Cea mai scumpa casa din lume
Cea mai scumpa casa din lumeCea mai scumpa casa din lume
Cea mai scumpa casa din lumeMihai 03
 
Mecanicul si chirurgul
Mecanicul si chirurgulMecanicul si chirurgul
Mecanicul si chirurgulMihai 03
 
Babysitter
BabysitterBabysitter
BabysitterMihai 03
 
Avion lovit de pasari
Avion lovit de pasariAvion lovit de pasari
Avion lovit de pasariMihai 03
 
Pasarela de sticla din China
Pasarela de sticla din ChinaPasarela de sticla din China
Pasarela de sticla din ChinaMihai 03
 
Mercedes f700
Mercedes f700Mercedes f700
Mercedes f700Mihai 03
 
Polul Frigului
Polul FriguluiPolul Frigului
Polul FriguluiMihai 03
 

Viewers also liked (10)

Dubrowski 1 SSE
Dubrowski 1 SSEDubrowski 1 SSE
Dubrowski 1 SSE
 
Body Art
Body ArtBody Art
Body Art
 
Cea mai scumpa casa din lume
Cea mai scumpa casa din lumeCea mai scumpa casa din lume
Cea mai scumpa casa din lume
 
Mecanicul si chirurgul
Mecanicul si chirurgulMecanicul si chirurgul
Mecanicul si chirurgul
 
Caini
CainiCaini
Caini
 
Babysitter
BabysitterBabysitter
Babysitter
 
Avion lovit de pasari
Avion lovit de pasariAvion lovit de pasari
Avion lovit de pasari
 
Pasarela de sticla din China
Pasarela de sticla din ChinaPasarela de sticla din China
Pasarela de sticla din China
 
Mercedes f700
Mercedes f700Mercedes f700
Mercedes f700
 
Polul Frigului
Polul FriguluiPolul Frigului
Polul Frigului
 

Similar to Dubrowski final 1

AI & VR for Academy of Medical Educators.pptx
AI & VR for Academy of Medical Educators.pptxAI & VR for Academy of Medical Educators.pptx
AI & VR for Academy of Medical Educators.pptxJanet Corral
 
SIMULATION AS A TEACHING STRATEGY
SIMULATION AS A TEACHING STRATEGYSIMULATION AS A TEACHING STRATEGY
SIMULATION AS A TEACHING STRATEGYVeneetha Roy
 
Creative Disruption in Medical Education: 4 Examples
Creative Disruption in Medical Education: 4 ExamplesCreative Disruption in Medical Education: 4 Examples
Creative Disruption in Medical Education: 4 ExamplesJanet Corral
 
SIMULATION IN TEACHING WITHIN THE HEALTH AND ENGINEERING FACULTIES OF SAUDI U...
SIMULATION IN TEACHING WITHIN THE HEALTH AND ENGINEERING FACULTIES OF SAUDI U...SIMULATION IN TEACHING WITHIN THE HEALTH AND ENGINEERING FACULTIES OF SAUDI U...
SIMULATION IN TEACHING WITHIN THE HEALTH AND ENGINEERING FACULTIES OF SAUDI U...caijjournal
 
Simulation in Teaching Within the Health and Engineering Faculties of Saudi U...
Simulation in Teaching Within the Health and Engineering Faculties of Saudi U...Simulation in Teaching Within the Health and Engineering Faculties of Saudi U...
Simulation in Teaching Within the Health and Engineering Faculties of Saudi U...caijjournal
 
Creating a Low Cost Obstetric Clinical Immersion Simulation for Medical and N...
Creating a Low Cost Obstetric Clinical Immersion Simulation for Medical and N...Creating a Low Cost Obstetric Clinical Immersion Simulation for Medical and N...
Creating a Low Cost Obstetric Clinical Immersion Simulation for Medical and N...SeriousGamesAssoc
 
Developing Low Cost Simulation Immersions
Developing Low Cost Simulation ImmersionsDeveloping Low Cost Simulation Immersions
Developing Low Cost Simulation ImmersionsSeriousGamesAssoc
 
Simulation-Based Healthcare Education -Overview
Simulation-Based Healthcare Education -OverviewSimulation-Based Healthcare Education -Overview
Simulation-Based Healthcare Education -Overviewrouegy
 
Educational Research 102: Selecting the Best Study Design for your Research Q...
Educational Research 102: Selecting the Best Study Design for your Research Q...Educational Research 102: Selecting the Best Study Design for your Research Q...
Educational Research 102: Selecting the Best Study Design for your Research Q...fnuthalapaty
 
Walden University NURS 6050 Polic
 Walden University   NURS 6050 Polic Walden University   NURS 6050 Polic
Walden University NURS 6050 PolicMoseStaton39
 
Transfer of Learning using Simulation Based Education among Students of Teach...
Transfer of Learning using Simulation Based Education among Students of Teach...Transfer of Learning using Simulation Based Education among Students of Teach...
Transfer of Learning using Simulation Based Education among Students of Teach...ijtsrd
 
Interprofessional Simulation: An Effective Training Experience for Health Car...
Interprofessional Simulation: An Effective Training Experience for Health Car...Interprofessional Simulation: An Effective Training Experience for Health Car...
Interprofessional Simulation: An Effective Training Experience for Health Car...Dan Belford
 
Why students engage in simulation and how it prepares them for work
Why students engage in simulation and how it prepares them for workWhy students engage in simulation and how it prepares them for work
Why students engage in simulation and how it prepares them for workdebbieholley1
 
No harm, no foul: Canadian Journal of Medical Laboratory Science
No harm, no foul: Canadian Journal of Medical Laboratory ScienceNo harm, no foul: Canadian Journal of Medical Laboratory Science
No harm, no foul: Canadian Journal of Medical Laboratory ScienceJane Langille
 
Why students engage in simulation and how it prepares them for work
Why students engage in simulation and how it prepares them for workWhy students engage in simulation and how it prepares them for work
Why students engage in simulation and how it prepares them for workdebbieholley1
 
Simulation at chester (meducate)
Simulation at chester (meducate)Simulation at chester (meducate)
Simulation at chester (meducate)rspour
 
2016 SSH Healthcare Systems Modeling & Simulation Affinity Group Annual Report
2016 SSH Healthcare Systems Modeling & Simulation Affinity Group Annual Report2016 SSH Healthcare Systems Modeling & Simulation Affinity Group Annual Report
2016 SSH Healthcare Systems Modeling & Simulation Affinity Group Annual ReportYue Dong
 
Salon 1 14 kasim 11.00 12.00 sandra goldsworthy
Salon 1 14 kasim 11.00 12.00 sandra goldsworthySalon 1 14 kasim 11.00 12.00 sandra goldsworthy
Salon 1 14 kasim 11.00 12.00 sandra goldsworthytyfngnc
 

Similar to Dubrowski final 1 (20)

Uwfpp
UwfppUwfpp
Uwfpp
 
AI & VR for Academy of Medical Educators.pptx
AI & VR for Academy of Medical Educators.pptxAI & VR for Academy of Medical Educators.pptx
AI & VR for Academy of Medical Educators.pptx
 
SIMULATION AS A TEACHING STRATEGY
SIMULATION AS A TEACHING STRATEGYSIMULATION AS A TEACHING STRATEGY
SIMULATION AS A TEACHING STRATEGY
 
Creative Disruption in Medical Education: 4 Examples
Creative Disruption in Medical Education: 4 ExamplesCreative Disruption in Medical Education: 4 Examples
Creative Disruption in Medical Education: 4 Examples
 
SIMULATION IN TEACHING WITHIN THE HEALTH AND ENGINEERING FACULTIES OF SAUDI U...
SIMULATION IN TEACHING WITHIN THE HEALTH AND ENGINEERING FACULTIES OF SAUDI U...SIMULATION IN TEACHING WITHIN THE HEALTH AND ENGINEERING FACULTIES OF SAUDI U...
SIMULATION IN TEACHING WITHIN THE HEALTH AND ENGINEERING FACULTIES OF SAUDI U...
 
Simulation in Teaching Within the Health and Engineering Faculties of Saudi U...
Simulation in Teaching Within the Health and Engineering Faculties of Saudi U...Simulation in Teaching Within the Health and Engineering Faculties of Saudi U...
Simulation in Teaching Within the Health and Engineering Faculties of Saudi U...
 
Creating a Low Cost Obstetric Clinical Immersion Simulation for Medical and N...
Creating a Low Cost Obstetric Clinical Immersion Simulation for Medical and N...Creating a Low Cost Obstetric Clinical Immersion Simulation for Medical and N...
Creating a Low Cost Obstetric Clinical Immersion Simulation for Medical and N...
 
Developing Low Cost Simulation Immersions
Developing Low Cost Simulation ImmersionsDeveloping Low Cost Simulation Immersions
Developing Low Cost Simulation Immersions
 
Simulation-Based Healthcare Education -Overview
Simulation-Based Healthcare Education -OverviewSimulation-Based Healthcare Education -Overview
Simulation-Based Healthcare Education -Overview
 
Educational Research 102: Selecting the Best Study Design for your Research Q...
Educational Research 102: Selecting the Best Study Design for your Research Q...Educational Research 102: Selecting the Best Study Design for your Research Q...
Educational Research 102: Selecting the Best Study Design for your Research Q...
 
Walden University NURS 6050 Polic
 Walden University   NURS 6050 Polic Walden University   NURS 6050 Polic
Walden University NURS 6050 Polic
 
Transfer of Learning using Simulation Based Education among Students of Teach...
Transfer of Learning using Simulation Based Education among Students of Teach...Transfer of Learning using Simulation Based Education among Students of Teach...
Transfer of Learning using Simulation Based Education among Students of Teach...
 
Interprofessional Simulation: An Effective Training Experience for Health Car...
Interprofessional Simulation: An Effective Training Experience for Health Car...Interprofessional Simulation: An Effective Training Experience for Health Car...
Interprofessional Simulation: An Effective Training Experience for Health Car...
 
Why students engage in simulation and how it prepares them for work
Why students engage in simulation and how it prepares them for workWhy students engage in simulation and how it prepares them for work
Why students engage in simulation and how it prepares them for work
 
No harm, no foul: Canadian Journal of Medical Laboratory Science
No harm, no foul: Canadian Journal of Medical Laboratory ScienceNo harm, no foul: Canadian Journal of Medical Laboratory Science
No harm, no foul: Canadian Journal of Medical Laboratory Science
 
Why students engage in simulation and how it prepares them for work
Why students engage in simulation and how it prepares them for workWhy students engage in simulation and how it prepares them for work
Why students engage in simulation and how it prepares them for work
 
Simulated Learning Environments
Simulated Learning EnvironmentsSimulated Learning Environments
Simulated Learning Environments
 
Simulation at chester (meducate)
Simulation at chester (meducate)Simulation at chester (meducate)
Simulation at chester (meducate)
 
2016 SSH Healthcare Systems Modeling & Simulation Affinity Group Annual Report
2016 SSH Healthcare Systems Modeling & Simulation Affinity Group Annual Report2016 SSH Healthcare Systems Modeling & Simulation Affinity Group Annual Report
2016 SSH Healthcare Systems Modeling & Simulation Affinity Group Annual Report
 
Salon 1 14 kasim 11.00 12.00 sandra goldsworthy
Salon 1 14 kasim 11.00 12.00 sandra goldsworthySalon 1 14 kasim 11.00 12.00 sandra goldsworthy
Salon 1 14 kasim 11.00 12.00 sandra goldsworthy
 

Recently uploaded

Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsanshu789521
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
Hybridoma Technology ( Production , Purification , and Application )
Hybridoma Technology  ( Production , Purification , and Application  ) Hybridoma Technology  ( Production , Purification , and Application  )
Hybridoma Technology ( Production , Purification , and Application ) Sakshi Ghasle
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docxPoojaSen20
 
Concept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfConcept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfUmakantAnnand
 
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...M56BOOKSTORE PRODUCT/SERVICE
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 
Science 7 - LAND and SEA BREEZE and its Characteristics
Science 7 - LAND and SEA BREEZE and its CharacteristicsScience 7 - LAND and SEA BREEZE and its Characteristics
Science 7 - LAND and SEA BREEZE and its CharacteristicsKarinaGenton
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon AUnboundStockton
 
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting DataJhengPantaleon
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Educationpboyjonauth
 
Class 11 Legal Studies Ch-1 Concept of State .pdf
Class 11 Legal Studies Ch-1 Concept of State .pdfClass 11 Legal Studies Ch-1 Concept of State .pdf
Class 11 Legal Studies Ch-1 Concept of State .pdfakmcokerachita
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 

Recently uploaded (20)

Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha elections
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
Hybridoma Technology ( Production , Purification , and Application )
Hybridoma Technology  ( Production , Purification , and Application  ) Hybridoma Technology  ( Production , Purification , and Application  )
Hybridoma Technology ( Production , Purification , and Application )
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docx
 
Concept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfConcept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.Compdf
 
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...
 
Staff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSDStaff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSD
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 
Science 7 - LAND and SEA BREEZE and its Characteristics
Science 7 - LAND and SEA BREEZE and its CharacteristicsScience 7 - LAND and SEA BREEZE and its Characteristics
Science 7 - LAND and SEA BREEZE and its Characteristics
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon A
 
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
 
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Education
 
Class 11 Legal Studies Ch-1 Concept of State .pdf
Class 11 Legal Studies Ch-1 Concept of State .pdfClass 11 Legal Studies Ch-1 Concept of State .pdf
Class 11 Legal Studies Ch-1 Concept of State .pdf
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 

Dubrowski final 1