SlideShare a Scribd company logo
1 of 97
Public Health  Information Network (PHIN) Series I is for Epi Epidemiology basics  for non-epidemiologists
 
Series Overview ,[object Object],[object Object],[object Object],[object Object],[object Object]
Series I Sessions May 5 “ Epidemiology Specialties Applied” April 7 “ Surveillance” March 3 “ Descriptive and Analytic Epidemiology” February 3 “ An Epidemiologist’s Tool Kit” January 12 “ Epidemiology in the Context of Public Health” Date Title
What to Expect. . .  ,[object Object],[object Object]
Session I – V Slides ,[object Object],[object Object],[object Object],[object Object]
Site Sign-in Sheet ,[object Object],[object Object],[object Object],[object Object],[object Object]
Series I Session III “ Descriptive and Analytic Epidemiology”
Today’s Presenter ,[object Object],[object Object],[object Object]
Session Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Today’s Learning Objectives ,[object Object],[object Object],[object Object]
Descriptive Epidemiology Prevalence and Incidence
What is Epidemiology? ,[object Object],[object Object],[object Object],[object Object]
What is Epidemiology? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Case Definition ,[object Object],[object Object],[object Object]
Descriptive vs. Analytic Epidemiology ,[object Object],[object Object]
Descriptive Epidemiology ,[object Object],[object Object],[object Object],[object Object],[object Object]
Descriptive Epidemiology What? ,[object Object],[object Object],[object Object],[object Object],http://www.vdh.virginia.gov/epi/Data/race03t.pdf 5,342,532 497 White 1,450,675 119 Black Pop. size # of  Salmonella  cases Race
Prevalence ,[object Object],[object Object],[object Object],[object Object]
Prevalence Example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Prevalence ,[object Object],[object Object],[object Object]
Incidence ,[object Object],[object Object],[object Object],[object Object]
Incidence Example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Incidence ,[object Object],[object Object],[object Object]
Prevalence and Incidence ,[object Object]
Prevalence and Incidence Prevalence = prevalent cases
Prevalence and Incidence Old (baseline) prevalence = prevalent cases = incident cases New prevalence Incidence No cases die  or recover
Prevalence and Incidence = prevalent cases = incident cases = deaths or recoveries
Time for you to try it!!!
Descriptive Epidemiology Person, Place, Time
Descriptive Epidemiology Who?  When?  Where? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Person Data ,[object Object],[object Object],[object Object],[object Object]
Data Characterized by Person http://www.vahealth.org/civp/Injury%20in%20Virginia_Report_2004.pdf
Data Characterized by Person http://www.vdh.virginia.gov/std/AnnualReport2003.pdf
Data Characterized by Person http://www.vdh.virginia.gov/epi/cancer/Report99.pdf
Data Characterized by Person http://www.vahealth.org/chronic/Data_Report_Part_3.pdf
Time Data ,[object Object],[object Object],[object Object],[object Object],[object Object]
Data Characterized by Time http://www.dhhs.state.nc.us/docs/ecoli.htm
Data Characterized by Time http://www.vdh.virginia.gov/std/HIVSTDTrends.pdf
Data Characterized by Time http://www.cdc.gov/mmwr/preview/mmwrhtml/mm5153a1.htm
Data Characterized by Time http://www.health.qld.gov.au/phs/Documents/cdu/12776.pdf
Place Data ,[object Object],[object Object],[object Object],[object Object],[object Object]
Data Characterized by Place http://www.vdh.virginia.gov/epi/Data/region03t.pdf
Data Characterized by Place http://www.vdh.virginia.gov/epi/Data/Maps2002.pdf
Data Characterized by Place http://www.vahealth.org/civp/preventsuicideva/epiplan%202004.pdf
Data Characterized by Place http://www.vahealth.org/civp/preventsuicideva/epiplan%202004.pdf
Data Characterized by Place Source: Olsen, S.J. et al.  N Engl J Med. 2003 Dec 18; 349(25):2381-2.
5 Minute Break
Analytic Epidemiology Hypotheses and Study Designs
Descriptive vs. Analytic Epidemiology ,[object Object],[object Object]
Analytic Epidemiology ,[object Object],[object Object]
Borgman, J (1997).  The Cincinnati Enquirer.  King Features Syndicate.
Exposure and Outcome ,[object Object],[object Object],[object Object],[object Object]
Case Definition ,[object Object],[object Object],[object Object]
Developing Hypotheses ,[object Object],[object Object],[object Object]
Example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
Types of Studies ,[object Object],[object Object],[object Object],[object Object],[object Object]
Experimental Studies ,[object Object],[object Object],[object Object],[object Object]
Experimental Study Examples ,[object Object],[object Object]
Observational Studies ,[object Object],[object Object],[object Object],[object Object]
Cross-Sectional Studies ,[object Object],[object Object],[object Object],[object Object],[object Object]
Cohort Studies ,[object Object],[object Object],Outcome has already occurred Assessed at some point in the past Retrospective Followed into the future for outcome Assessed at beginning of study Prospective Outcome Exposure
Cohort Studies Disease No Disease Study Population Exposed Non-exposed No Disease Disease Exposure is self selected Follow through time
Cohort Study Examples ,[object Object],[object Object],[object Object]
Case-Control Studies ,[object Object],[object Object],[object Object],[object Object]
Case-Control Studies Had Exposure No Exposure Study Population Cases Controls No Exposure Had Exposure
Case-Control Study Examples ,[object Object],[object Object],[object Object]
Cohort versus Case-Control Study
Classification of Study Designs Source: Grimes DA, Schulz KF.  Lancet 2002; 359: 58
Time for you to try it!!!
5 Minute Break
Analytic Epidemiology Measures of Association and Statistical Tests
Measures of Association ,[object Object],[object Object],[object Object],[object Object],[object Object]
2 x 2 Tables ,[object Object],a + b + c + d b + d a + c Total c + d d c No a + b b a Yes Total No Yes Exposure Outcome
2 x 2 Tables ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Relative Risk ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Relative Risk Example   a  / ( a + c )   23 / 33 RR  =    = =  6.67   c  / ( c+ d )   7 / 67 100 70 30 Total 67 60 7 No 33 10 23 Yes Total No Yes Pink hamburger Escherichia coli ?
Odds Ratio ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Odds Ratio Example   a x d   130 x 135 OR  =  = =  1.27   b x c   115 x 120 500 250 250 Total 255 135 120 No 245 115 130 Yes Total No Yes MMR Vaccine? Autism
Interpretation ,[object Object],[object Object],[object Object],[object Object]
Interpretation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Tests of Significance ,[object Object],[object Object],[object Object],[object Object],[object Object]
95% Confidence Interval (CI) ,[object Object],[object Object]
95% CI Example Grodstein F, Goldman MB, Cramer DW.  Relation of tubal infertility to history of sexually transmitted diseases .  Am J Epidemiol. 1993 Mar 1;137(5):577-84   0.2 – 1.0 0.4 Genital warts 0.5 – 1.8 0.9 Herpes 1.0 – 2.7 1.7 Other vaginitis 1.0 – 1.7 1.3 Yeast 1.3 – 2.8 1.9 Trichomonas 1.3 – 4.4 2.4 Gonorrhea 95% CI Odds Ratio Disease
Interpreting 95% Confidence Intervals ,[object Object],[object Object],[object Object]
p-values ,[object Object],[object Object],[object Object]
p-value Example Grodstein F, Goldman MB, Cramer DW.  Relation of tubal infertility to history of sexually transmitted diseases .  Am J Epidemiol. 1993 Mar 1;137(5):577-84   0.05 0.2 – 1.0 0.4 Genital warts 0.80 0.5 – 1.8 0.9 Herpes 0.04 1.0 – 2.7 1.7 Other vaginitis 0.04 1.0 – 1.7 1.3 Yeast 0.001 1.3 – 2.8 1.9 Trichomonas 0.004 1.3 – 4.4 2.4 Gonorrhea p-value 95% CI Odds Ratio Disease
Time for you to try it!!!
Questions???
Epidemiology Pocket Guide: Quick Review Any Time!  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Session III Slides ,[object Object],[object Object]
Site Sign-in Sheet ,[object Object],[object Object],[object Object],[object Object],[object Object]
References and Resources ,[object Object],[object Object],[object Object],[object Object]
References and Resources ,[object Object],[object Object],[object Object],[object Object]
References and Resources ,[object Object],[object Object],[object Object]
2005 PHIN Training Development Team ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

CASE CONTROL STUDY
CASE CONTROL STUDYCASE CONTROL STUDY
CASE CONTROL STUDYVineetha K
 
Standardization of rates by Dr. Basil Tumaini
Standardization of rates by Dr. Basil TumainiStandardization of rates by Dr. Basil Tumaini
Standardization of rates by Dr. Basil TumainiBasil Tumaini
 
Epidemiological study designs
Epidemiological study designs Epidemiological study designs
Epidemiological study designs Tauseef Jawaid
 
Types of epidemiological designs
Types of epidemiological designsTypes of epidemiological designs
Types of epidemiological designsMalarvizhi R
 
Epidemiology Introduction
Epidemiology Introduction Epidemiology Introduction
Epidemiology Introduction KULDEEP VYAS
 
Epidemiological methods
Epidemiological methodsEpidemiological methods
Epidemiological methodsBhoj Raj Singh
 
Basic concepts and principles of epidemiology
Basic concepts and  principles of epidemiologyBasic concepts and  principles of epidemiology
Basic concepts and principles of epidemiologyDr. Dharmendra Gahwai
 
Basic measurements in epidemiology
Basic measurements in epidemiologyBasic measurements in epidemiology
Basic measurements in epidemiologyRizwan S A
 
7. experimental epidemiology
7. experimental epidemiology7. experimental epidemiology
7. experimental epidemiologyNaveen Phuyal
 
Chapter 2.2 screening test
Chapter 2.2 screening testChapter 2.2 screening test
Chapter 2.2 screening testNilesh Kucha
 
Descriptive epidemiology
Descriptive epidemiologyDescriptive epidemiology
Descriptive epidemiologyDalia El-Shafei
 
Uses of epidemiology
Uses of epidemiologyUses of epidemiology
Uses of epidemiologyKEM Hospital
 
Mortality and mobidity indicators
Mortality and mobidity indicatorsMortality and mobidity indicators
Mortality and mobidity indicatorsPriyamadhaba Behera
 

What's hot (20)

CASE CONTROL STUDY
CASE CONTROL STUDYCASE CONTROL STUDY
CASE CONTROL STUDY
 
Rate, ratio, proportion
Rate, ratio, proportionRate, ratio, proportion
Rate, ratio, proportion
 
Descriptive epidemiology
Descriptive epidemiologyDescriptive epidemiology
Descriptive epidemiology
 
Introduction to epidemiology
Introduction to epidemiologyIntroduction to epidemiology
Introduction to epidemiology
 
Standardization of rates by Dr. Basil Tumaini
Standardization of rates by Dr. Basil TumainiStandardization of rates by Dr. Basil Tumaini
Standardization of rates by Dr. Basil Tumaini
 
Epidemiological study designs
Epidemiological study designs Epidemiological study designs
Epidemiological study designs
 
Types of epidemiological designs
Types of epidemiological designsTypes of epidemiological designs
Types of epidemiological designs
 
Epidemiology Introduction
Epidemiology Introduction Epidemiology Introduction
Epidemiology Introduction
 
Incidence And Prevalence
Incidence And PrevalenceIncidence And Prevalence
Incidence And Prevalence
 
Epidemiological methods
Epidemiological methodsEpidemiological methods
Epidemiological methods
 
2.epidemilogic measures
2.epidemilogic measures2.epidemilogic measures
2.epidemilogic measures
 
Basic concepts and principles of epidemiology
Basic concepts and  principles of epidemiologyBasic concepts and  principles of epidemiology
Basic concepts and principles of epidemiology
 
Basic measurements in epidemiology
Basic measurements in epidemiologyBasic measurements in epidemiology
Basic measurements in epidemiology
 
Public health surveillance
Public health surveillancePublic health surveillance
Public health surveillance
 
Epidemiology
EpidemiologyEpidemiology
Epidemiology
 
7. experimental epidemiology
7. experimental epidemiology7. experimental epidemiology
7. experimental epidemiology
 
Chapter 2.2 screening test
Chapter 2.2 screening testChapter 2.2 screening test
Chapter 2.2 screening test
 
Descriptive epidemiology
Descriptive epidemiologyDescriptive epidemiology
Descriptive epidemiology
 
Uses of epidemiology
Uses of epidemiologyUses of epidemiology
Uses of epidemiology
 
Mortality and mobidity indicators
Mortality and mobidity indicatorsMortality and mobidity indicators
Mortality and mobidity indicators
 

Similar to Descriptive and Analytical Epidemiology

Fundamental of epidemioloy
Fundamental of epidemioloyFundamental of epidemioloy
Fundamental of epidemioloyMahmoud Shaqria
 
Applied Epid
Applied EpidApplied Epid
Applied Epidhoneygbee
 
Introduction to Epidemiology and Surveillance
Introduction to Epidemiology and SurveillanceIntroduction to Epidemiology and Surveillance
Introduction to Epidemiology and SurveillanceGeorge Moulton
 
Epidemiological investigations
Epidemiological investigationsEpidemiological investigations
Epidemiological investigationsDr.Anu Narula
 
Introduction to epidemiology
Introduction to epidemiologyIntroduction to epidemiology
Introduction to epidemiologymlogaraj
 
Epidemiological Mehods [Autosaved].pptx
Epidemiological Mehods [Autosaved].pptxEpidemiological Mehods [Autosaved].pptx
Epidemiological Mehods [Autosaved].pptxHinaBarkaat
 
Lecture of epidemiology
Lecture of epidemiologyLecture of epidemiology
Lecture of epidemiologyAmany El-seoud
 
epidemiology with part 2 (complete) 2.ppt
epidemiology with part 2 (complete)   2.pptepidemiology with part 2 (complete)   2.ppt
epidemiology with part 2 (complete) 2.pptAmosWafula3
 
DISEASE_ (B-C) 2014.ppt
DISEASE_ (B-C) 2014.pptDISEASE_ (B-C) 2014.ppt
DISEASE_ (B-C) 2014.pptTOMMY687704
 
biostatistics and then Epidemiology.pptx
biostatistics and then Epidemiology.pptxbiostatistics and then Epidemiology.pptx
biostatistics and then Epidemiology.pptxEmma910932
 
Mesurement of morbidity (prevalence) presentation
Mesurement of morbidity (prevalence)   presentationMesurement of morbidity (prevalence)   presentation
Mesurement of morbidity (prevalence) presentationDrsadhana Meena
 
Domestic animal diseases.pptx
Domestic animal diseases.pptxDomestic animal diseases.pptx
Domestic animal diseases.pptxNarayanNeupane3
 
XNN001 Introductory epidemiological concepts - Study design
XNN001 Introductory epidemiological concepts - Study designXNN001 Introductory epidemiological concepts - Study design
XNN001 Introductory epidemiological concepts - Study designramseyr
 
Principles of epidemiology.docx
Principles of epidemiology.docxPrinciples of epidemiology.docx
Principles of epidemiology.docxsdfghj21
 
Introduction to Epidemiology
Introduction to EpidemiologyIntroduction to Epidemiology
Introduction to EpidemiologyAya Mohamed
 
Epidemiology an overview
Epidemiology an overviewEpidemiology an overview
Epidemiology an overviewBhoj Raj Singh
 
Outbreak Investigation Microbiology
Outbreak Investigation MicrobiologyOutbreak Investigation Microbiology
Outbreak Investigation MicrobiologyLyca Mae
 

Similar to Descriptive and Analytical Epidemiology (20)

Fundamental of epidemioloy
Fundamental of epidemioloyFundamental of epidemioloy
Fundamental of epidemioloy
 
Applied Epid
Applied EpidApplied Epid
Applied Epid
 
Introduction to Epidemiology and Surveillance
Introduction to Epidemiology and SurveillanceIntroduction to Epidemiology and Surveillance
Introduction to Epidemiology and Surveillance
 
Epidemiological investigations
Epidemiological investigationsEpidemiological investigations
Epidemiological investigations
 
Introduction to epidemiology
Introduction to epidemiologyIntroduction to epidemiology
Introduction to epidemiology
 
Epidemiological Mehods [Autosaved].pptx
Epidemiological Mehods [Autosaved].pptxEpidemiological Mehods [Autosaved].pptx
Epidemiological Mehods [Autosaved].pptx
 
Lecture of epidemiology
Lecture of epidemiologyLecture of epidemiology
Lecture of epidemiology
 
epidemiology with part 2 (complete) 2.ppt
epidemiology with part 2 (complete)   2.pptepidemiology with part 2 (complete)   2.ppt
epidemiology with part 2 (complete) 2.ppt
 
DISEASE_ (B-C) 2014.ppt
DISEASE_ (B-C) 2014.pptDISEASE_ (B-C) 2014.ppt
DISEASE_ (B-C) 2014.ppt
 
biostatistics and then Epidemiology.pptx
biostatistics and then Epidemiology.pptxbiostatistics and then Epidemiology.pptx
biostatistics and then Epidemiology.pptx
 
Arun epidemio
Arun epidemioArun epidemio
Arun epidemio
 
Mesurement of morbidity (prevalence) presentation
Mesurement of morbidity (prevalence)   presentationMesurement of morbidity (prevalence)   presentation
Mesurement of morbidity (prevalence) presentation
 
Domestic animal diseases.pptx
Domestic animal diseases.pptxDomestic animal diseases.pptx
Domestic animal diseases.pptx
 
XNN001 Introductory epidemiological concepts - Study design
XNN001 Introductory epidemiological concepts - Study designXNN001 Introductory epidemiological concepts - Study design
XNN001 Introductory epidemiological concepts - Study design
 
Principles of epidemiology.docx
Principles of epidemiology.docxPrinciples of epidemiology.docx
Principles of epidemiology.docx
 
Introduction to Epidemiology
Introduction to EpidemiologyIntroduction to Epidemiology
Introduction to Epidemiology
 
Epidemiology of periodontal disease
Epidemiology of periodontal diseaseEpidemiology of periodontal disease
Epidemiology of periodontal disease
 
90110 pp tx_ch03
90110 pp tx_ch0390110 pp tx_ch03
90110 pp tx_ch03
 
Epidemiology an overview
Epidemiology an overviewEpidemiology an overview
Epidemiology an overview
 
Outbreak Investigation Microbiology
Outbreak Investigation MicrobiologyOutbreak Investigation Microbiology
Outbreak Investigation Microbiology
 

More from coolboy101pk

More from coolboy101pk (20)

4 -reproductive_system
4  -reproductive_system4  -reproductive_system
4 -reproductive_system
 
Reproductive embryology
Reproductive embryologyReproductive embryology
Reproductive embryology
 
Renalsystem
RenalsystemRenalsystem
Renalsystem
 
Nasal cavity
Nasal cavityNasal cavity
Nasal cavity
 
Legg calve perthes disease donnely 2001 5afad2fc5e0b007027c03a29b821eb3c
Legg calve perthes disease donnely 2001 5afad2fc5e0b007027c03a29b821eb3cLegg calve perthes disease donnely 2001 5afad2fc5e0b007027c03a29b821eb3c
Legg calve perthes disease donnely 2001 5afad2fc5e0b007027c03a29b821eb3c
 
Intestinal obstruction
Intestinal  obstructionIntestinal  obstruction
Intestinal obstruction
 
Diagnosis tx-planning
Diagnosis tx-planningDiagnosis tx-planning
Diagnosis tx-planning
 
Meckels div
Meckels divMeckels div
Meckels div
 
Meckelsdiverticulum
MeckelsdiverticulumMeckelsdiverticulum
Meckelsdiverticulum
 
Surgery cholangitis[1]
Surgery cholangitis[1]Surgery cholangitis[1]
Surgery cholangitis[1]
 
Lung Abscess
Lung AbscessLung Abscess
Lung Abscess
 
Lung abscess
Lung abscessLung abscess
Lung abscess
 
ecg
ecgecg
ecg
 
Ecg 4
Ecg 4Ecg 4
Ecg 4
 
Ecg 7
Ecg 7Ecg 7
Ecg 7
 
Ecg 1
Ecg 1Ecg 1
Ecg 1
 
Ecg 3
Ecg 3Ecg 3
Ecg 3
 
Ecg 5
Ecg 5Ecg 5
Ecg 5
 
Ecg 6
Ecg 6Ecg 6
Ecg 6
 
Ecg 2
Ecg 2Ecg 2
Ecg 2
 

Recently uploaded

The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxmanuelaromero2013
 
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991RKavithamani
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Sapana Sha
 
_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
 
Micromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersMicromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersChitralekhaTherkar
 
URLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppURLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppCeline George
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptx
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptxContemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptx
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptxRoyAbrique
 
Solving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxSolving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxOH TEIK BIN
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...Marc Dusseiller Dusjagr
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docxPoojaSen20
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdfssuser54595a
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 

Recently uploaded (20)

The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptx
 
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
 
_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
 
Micromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of PowdersMicromeritics - Fundamental and Derived Properties of Powders
Micromeritics - Fundamental and Derived Properties of Powders
 
URLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppURLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website App
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptx
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptxContemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptx
Contemporary philippine arts from the regions_PPT_Module_12 [Autosaved] (1).pptx
 
Solving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxSolving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptx
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docx
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 

Descriptive and Analytical Epidemiology