SlideShare a Scribd company logo
Whither “big data”? 
Richard J. Bookman, Ph.D. 
Miller School of Medicine 
University of Miami 
rbookman@miami.edu 
@rbookman 
AAMC 2014 GREAT/GRAND Meeting 
Fort Worth, Tx 
September 19, 2014
Big data is like teen sex. 
Everybody is talking about it, 
everyone thinks everyone else is doing it, 
so everyone claims they are doing it. 
Dan Ariely, 
Center for Advanced Hindsight 
Duke University
Gartner Hype Cycle Update, August 2014 
http://www.gartner.com/newsroom/id/2819918
The 3 V’s of Big Data 
Doug Laney, Gartner, 2001; 
http://www.gi.de/nc/service/informatiklexikon/detailansicht/article/big-data/druckversion.html
The continued expansion 
of the digital universe 
creates unprecedented 
opportunities and pitfalls 
for biomedical research.
p53 
>70,000 publications 
>$75 million/year from NIH for “p53” + “kinase” 
>200 NIH awards/year
http://dx.doi.org/10.1145/2623330.2623667
"Those who ignore statistics are condemned to 
reinvent it." 
Brad Efron 
Statistics Department 
Stanford University 
1997 lecture 
Quoted in: DOI: 10.1111/j.1751-5823.2001.tb00474.x
Some Q’s to consider 
• What are the big data opportunities for the 
research at my institution? (EMR, ‘Omics, 
games,?) 
• What infrastructure do we need to do the 
work? 
• Who do I need on the team to take advantage 
of this opportunity? What skills?
Building the digital research enterprise 
and taking scientific advantage of 
big data 
is hard, slow, and expensive 
and… 
you probably don’t have the people you need.

More Related Content

Similar to Intro to Big Data session, AAMC GREAT/GRAND Meeting, 2014

Digital health summit - Baylor Scott & White innovation panel
Digital health summit - Baylor Scott & White innovation panelDigital health summit - Baylor Scott & White innovation panel
Digital health summit - Baylor Scott & White innovation panel
Nick van Terheyden
 
The promise and peril of big data
The promise and peril of big dataThe promise and peril of big data
The promise and peril of big data
rmvvr143
 
The Future of Big Data
The Future of Big Data The Future of Big Data
The Future of Big Data
EMC
 
What Does Open Data Mean to Data Science
What Does Open Data Mean to Data ScienceWhat Does Open Data Mean to Data Science
What Does Open Data Mean to Data Science
Philip Bourne
 
June 2015 (142) MIS Quarterly Executive 67The Big Dat.docx
June 2015 (142)  MIS Quarterly Executive   67The Big Dat.docxJune 2015 (142)  MIS Quarterly Executive   67The Big Dat.docx
June 2015 (142) MIS Quarterly Executive 67The Big Dat.docx
croysierkathey
 
Big Data and US healthcare
Big Data and US healthcareBig Data and US healthcare
Big Data and US healthcareVincent Laban
 
“Big Data” and the Challenges for Statisticians
“Big Data” and the  Challenges for Statisticians“Big Data” and the  Challenges for Statisticians
“Big Data” and the Challenges for Statisticians
Setia Pramana
 
Scott Edmunds talk at IARC: How can we make science more trustworthy and FAIR...
Scott Edmunds talk at IARC: How can we make science more trustworthy and FAIR...Scott Edmunds talk at IARC: How can we make science more trustworthy and FAIR...
Scott Edmunds talk at IARC: How can we make science more trustworthy and FAIR...
GigaScience, BGI Hong Kong
 
Big data for healthcare analytics final -v0.3 miz
Big data for healthcare analytics   final -v0.3 mizBig data for healthcare analytics   final -v0.3 miz
Big data for healthcare analytics final -v0.3 miz
Yusuf Brima
 
Social Media and Medicine: Relevance to Cancer Care
Social Media and Medicine: Relevance to Cancer CareSocial Media and Medicine: Relevance to Cancer Care
Social Media and Medicine: Relevance to Cancer Care
Matthew Katz
 
TIPPSS for Enabling & Securing our Increasingly Connected World – Trust, Iden...
TIPPSS for Enabling & Securing our Increasingly Connected World – Trust, Iden...TIPPSS for Enabling & Securing our Increasingly Connected World – Trust, Iden...
TIPPSS for Enabling & Securing our Increasingly Connected World – Trust, Iden...
PacificResearchPlatform
 
Data! Action! Data journalism issues to watch in the next 10 years
Data! Action! Data journalism issues to watch in the next 10 yearsData! Action! Data journalism issues to watch in the next 10 years
Data! Action! Data journalism issues to watch in the next 10 years
Paul Bradshaw
 
Ci4CC year in review - October 2018
Ci4CC year in review  - October 2018Ci4CC year in review  - October 2018
Ci4CC year in review - October 2018
Warren Kibbe
 
Identifying Drug Interaction Candidates in Real-World Data
Identifying Drug Interaction Candidates in Real-World DataIdentifying Drug Interaction Candidates in Real-World Data
Identifying Drug Interaction Candidates in Real-World Data
Neo4j
 
Towards a More Open World
Towards a More Open WorldTowards a More Open World
Towards a More Open World
Alexander Howard
 
Healthcare Technologies: A Peek Into The Future
Healthcare Technologies: A Peek Into The FutureHealthcare Technologies: A Peek Into The Future
Healthcare Technologies: A Peek Into The Future
THCwIT Conference
 
Eysenbach: Medicine 2.0: The Second Wave On The Web
Eysenbach: Medicine 2.0: The Second Wave On The WebEysenbach: Medicine 2.0: The Second Wave On The Web
Eysenbach: Medicine 2.0: The Second Wave On The Web
Gunther Eysenbach
 
1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx
RahulTr22
 
Big data for development
Big data for development Big data for development
Big data for development
Junaid Qadir
 
Big Data Paper
Big Data PaperBig Data Paper
Big Data Paper
Andile Ngcaba
 

Similar to Intro to Big Data session, AAMC GREAT/GRAND Meeting, 2014 (20)

Digital health summit - Baylor Scott & White innovation panel
Digital health summit - Baylor Scott & White innovation panelDigital health summit - Baylor Scott & White innovation panel
Digital health summit - Baylor Scott & White innovation panel
 
The promise and peril of big data
The promise and peril of big dataThe promise and peril of big data
The promise and peril of big data
 
The Future of Big Data
The Future of Big Data The Future of Big Data
The Future of Big Data
 
What Does Open Data Mean to Data Science
What Does Open Data Mean to Data ScienceWhat Does Open Data Mean to Data Science
What Does Open Data Mean to Data Science
 
June 2015 (142) MIS Quarterly Executive 67The Big Dat.docx
June 2015 (142)  MIS Quarterly Executive   67The Big Dat.docxJune 2015 (142)  MIS Quarterly Executive   67The Big Dat.docx
June 2015 (142) MIS Quarterly Executive 67The Big Dat.docx
 
Big Data and US healthcare
Big Data and US healthcareBig Data and US healthcare
Big Data and US healthcare
 
“Big Data” and the Challenges for Statisticians
“Big Data” and the  Challenges for Statisticians“Big Data” and the  Challenges for Statisticians
“Big Data” and the Challenges for Statisticians
 
Scott Edmunds talk at IARC: How can we make science more trustworthy and FAIR...
Scott Edmunds talk at IARC: How can we make science more trustworthy and FAIR...Scott Edmunds talk at IARC: How can we make science more trustworthy and FAIR...
Scott Edmunds talk at IARC: How can we make science more trustworthy and FAIR...
 
Big data for healthcare analytics final -v0.3 miz
Big data for healthcare analytics   final -v0.3 mizBig data for healthcare analytics   final -v0.3 miz
Big data for healthcare analytics final -v0.3 miz
 
Social Media and Medicine: Relevance to Cancer Care
Social Media and Medicine: Relevance to Cancer CareSocial Media and Medicine: Relevance to Cancer Care
Social Media and Medicine: Relevance to Cancer Care
 
TIPPSS for Enabling & Securing our Increasingly Connected World – Trust, Iden...
TIPPSS for Enabling & Securing our Increasingly Connected World – Trust, Iden...TIPPSS for Enabling & Securing our Increasingly Connected World – Trust, Iden...
TIPPSS for Enabling & Securing our Increasingly Connected World – Trust, Iden...
 
Data! Action! Data journalism issues to watch in the next 10 years
Data! Action! Data journalism issues to watch in the next 10 yearsData! Action! Data journalism issues to watch in the next 10 years
Data! Action! Data journalism issues to watch in the next 10 years
 
Ci4CC year in review - October 2018
Ci4CC year in review  - October 2018Ci4CC year in review  - October 2018
Ci4CC year in review - October 2018
 
Identifying Drug Interaction Candidates in Real-World Data
Identifying Drug Interaction Candidates in Real-World DataIdentifying Drug Interaction Candidates in Real-World Data
Identifying Drug Interaction Candidates in Real-World Data
 
Towards a More Open World
Towards a More Open WorldTowards a More Open World
Towards a More Open World
 
Healthcare Technologies: A Peek Into The Future
Healthcare Technologies: A Peek Into The FutureHealthcare Technologies: A Peek Into The Future
Healthcare Technologies: A Peek Into The Future
 
Eysenbach: Medicine 2.0: The Second Wave On The Web
Eysenbach: Medicine 2.0: The Second Wave On The WebEysenbach: Medicine 2.0: The Second Wave On The Web
Eysenbach: Medicine 2.0: The Second Wave On The Web
 
1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx
 
Big data for development
Big data for development Big data for development
Big data for development
 
Big Data Paper
Big Data PaperBig Data Paper
Big Data Paper
 

More from Richard Bookman

Bookman.GIRLeadInstitute.2016.v3.distro
Bookman.GIRLeadInstitute.2016.v3.distroBookman.GIRLeadInstitute.2016.v3.distro
Bookman.GIRLeadInstitute.2016.v3.distro
Richard Bookman
 
Univ of Miami CTSI: Citizen science seminar; Oct 2014
Univ of Miami CTSI: Citizen science seminar; Oct 2014Univ of Miami CTSI: Citizen science seminar; Oct 2014
Univ of Miami CTSI: Citizen science seminar; Oct 2014
Richard Bookman
 
The Research Revolution Will not be Televised
The Research Revolution Will not be TelevisedThe Research Revolution Will not be Televised
The Research Revolution Will not be Televised
Richard Bookman
 
AAHC ELG mtg dec 2012 - Open Platforms for Collaborative Discovery
AAHC ELG mtg dec 2012 - Open Platforms for Collaborative DiscoveryAAHC ELG mtg dec 2012 - Open Platforms for Collaborative Discovery
AAHC ELG mtg dec 2012 - Open Platforms for Collaborative Discovery
Richard Bookman
 
Questions for knowledge creators
Questions for knowledge creatorsQuestions for knowledge creators
Questions for knowledge creators
Richard Bookman
 
Research 3.0: 2012 AAMC GREAT/GRAND Meeting
Research 3.0: 2012 AAMC GREAT/GRAND MeetingResearch 3.0: 2012 AAMC GREAT/GRAND Meeting
Research 3.0: 2012 AAMC GREAT/GRAND Meeting
Richard Bookman
 
Research 3.0 & the Future of Scholarly Communications
Research 3.0 & the Future of Scholarly CommunicationsResearch 3.0 & the Future of Scholarly Communications
Research 3.0 & the Future of Scholarly Communications
Richard Bookman
 

More from Richard Bookman (7)

Bookman.GIRLeadInstitute.2016.v3.distro
Bookman.GIRLeadInstitute.2016.v3.distroBookman.GIRLeadInstitute.2016.v3.distro
Bookman.GIRLeadInstitute.2016.v3.distro
 
Univ of Miami CTSI: Citizen science seminar; Oct 2014
Univ of Miami CTSI: Citizen science seminar; Oct 2014Univ of Miami CTSI: Citizen science seminar; Oct 2014
Univ of Miami CTSI: Citizen science seminar; Oct 2014
 
The Research Revolution Will not be Televised
The Research Revolution Will not be TelevisedThe Research Revolution Will not be Televised
The Research Revolution Will not be Televised
 
AAHC ELG mtg dec 2012 - Open Platforms for Collaborative Discovery
AAHC ELG mtg dec 2012 - Open Platforms for Collaborative DiscoveryAAHC ELG mtg dec 2012 - Open Platforms for Collaborative Discovery
AAHC ELG mtg dec 2012 - Open Platforms for Collaborative Discovery
 
Questions for knowledge creators
Questions for knowledge creatorsQuestions for knowledge creators
Questions for knowledge creators
 
Research 3.0: 2012 AAMC GREAT/GRAND Meeting
Research 3.0: 2012 AAMC GREAT/GRAND MeetingResearch 3.0: 2012 AAMC GREAT/GRAND Meeting
Research 3.0: 2012 AAMC GREAT/GRAND Meeting
 
Research 3.0 & the Future of Scholarly Communications
Research 3.0 & the Future of Scholarly CommunicationsResearch 3.0 & the Future of Scholarly Communications
Research 3.0 & the Future of Scholarly Communications
 

Recently uploaded

GBSN - Microbiology (Lab 4) Culture Media
GBSN - Microbiology (Lab 4) Culture MediaGBSN - Microbiology (Lab 4) Culture Media
GBSN - Microbiology (Lab 4) Culture Media
Areesha Ahmad
 
Salas, V. (2024) "John of St. Thomas (Poinsot) on the Science of Sacred Theol...
Salas, V. (2024) "John of St. Thomas (Poinsot) on the Science of Sacred Theol...Salas, V. (2024) "John of St. Thomas (Poinsot) on the Science of Sacred Theol...
Salas, V. (2024) "John of St. Thomas (Poinsot) on the Science of Sacred Theol...
Studia Poinsotiana
 
BLOOD AND BLOOD COMPONENT- introduction to blood physiology
BLOOD AND BLOOD COMPONENT- introduction to blood physiologyBLOOD AND BLOOD COMPONENT- introduction to blood physiology
BLOOD AND BLOOD COMPONENT- introduction to blood physiology
NoelManyise1
 
Lateral Ventricles.pdf very easy good diagrams comprehensive
Lateral Ventricles.pdf very easy good diagrams comprehensiveLateral Ventricles.pdf very easy good diagrams comprehensive
Lateral Ventricles.pdf very easy good diagrams comprehensive
silvermistyshot
 
Mammalian Pineal Body Structure and Also Functions
Mammalian Pineal Body Structure and Also FunctionsMammalian Pineal Body Structure and Also Functions
Mammalian Pineal Body Structure and Also Functions
YOGESH DOGRA
 
Body fluids_tonicity_dehydration_hypovolemia_hypervolemia.pptx
Body fluids_tonicity_dehydration_hypovolemia_hypervolemia.pptxBody fluids_tonicity_dehydration_hypovolemia_hypervolemia.pptx
Body fluids_tonicity_dehydration_hypovolemia_hypervolemia.pptx
muralinath2
 
nodule formation by alisha dewangan.pptx
nodule formation by alisha dewangan.pptxnodule formation by alisha dewangan.pptx
nodule formation by alisha dewangan.pptx
alishadewangan1
 
erythropoiesis-I_mechanism& clinical significance.pptx
erythropoiesis-I_mechanism& clinical significance.pptxerythropoiesis-I_mechanism& clinical significance.pptx
erythropoiesis-I_mechanism& clinical significance.pptx
muralinath2
 
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
Sérgio Sacani
 
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
yqqaatn0
 
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Ana Luísa Pinho
 
Unveiling the Energy Potential of Marshmallow Deposits.pdf
Unveiling the Energy Potential of Marshmallow Deposits.pdfUnveiling the Energy Potential of Marshmallow Deposits.pdf
Unveiling the Energy Potential of Marshmallow Deposits.pdf
Erdal Coalmaker
 
NuGOweek 2024 Ghent - programme - final version
NuGOweek 2024 Ghent - programme - final versionNuGOweek 2024 Ghent - programme - final version
NuGOweek 2024 Ghent - programme - final version
pablovgd
 
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
University of Maribor
 
Nutraceutical market, scope and growth: Herbal drug technology
Nutraceutical market, scope and growth: Herbal drug technologyNutraceutical market, scope and growth: Herbal drug technology
Nutraceutical market, scope and growth: Herbal drug technology
Lokesh Patil
 
What is greenhouse gasses and how many gasses are there to affect the Earth.
What is greenhouse gasses and how many gasses are there to affect the Earth.What is greenhouse gasses and how many gasses are there to affect the Earth.
What is greenhouse gasses and how many gasses are there to affect the Earth.
moosaasad1975
 
general properties of oerganologametal.ppt
general properties of oerganologametal.pptgeneral properties of oerganologametal.ppt
general properties of oerganologametal.ppt
IqrimaNabilatulhusni
 
platelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptxplatelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptx
muralinath2
 
Leaf Initiation, Growth and Differentiation.pdf
Leaf Initiation, Growth and Differentiation.pdfLeaf Initiation, Growth and Differentiation.pdf
Leaf Initiation, Growth and Differentiation.pdf
RenuJangid3
 
Seminar of U.V. Spectroscopy by SAMIR PANDA
 Seminar of U.V. Spectroscopy by SAMIR PANDA Seminar of U.V. Spectroscopy by SAMIR PANDA
Seminar of U.V. Spectroscopy by SAMIR PANDA
SAMIR PANDA
 

Recently uploaded (20)

GBSN - Microbiology (Lab 4) Culture Media
GBSN - Microbiology (Lab 4) Culture MediaGBSN - Microbiology (Lab 4) Culture Media
GBSN - Microbiology (Lab 4) Culture Media
 
Salas, V. (2024) "John of St. Thomas (Poinsot) on the Science of Sacred Theol...
Salas, V. (2024) "John of St. Thomas (Poinsot) on the Science of Sacred Theol...Salas, V. (2024) "John of St. Thomas (Poinsot) on the Science of Sacred Theol...
Salas, V. (2024) "John of St. Thomas (Poinsot) on the Science of Sacred Theol...
 
BLOOD AND BLOOD COMPONENT- introduction to blood physiology
BLOOD AND BLOOD COMPONENT- introduction to blood physiologyBLOOD AND BLOOD COMPONENT- introduction to blood physiology
BLOOD AND BLOOD COMPONENT- introduction to blood physiology
 
Lateral Ventricles.pdf very easy good diagrams comprehensive
Lateral Ventricles.pdf very easy good diagrams comprehensiveLateral Ventricles.pdf very easy good diagrams comprehensive
Lateral Ventricles.pdf very easy good diagrams comprehensive
 
Mammalian Pineal Body Structure and Also Functions
Mammalian Pineal Body Structure and Also FunctionsMammalian Pineal Body Structure and Also Functions
Mammalian Pineal Body Structure and Also Functions
 
Body fluids_tonicity_dehydration_hypovolemia_hypervolemia.pptx
Body fluids_tonicity_dehydration_hypovolemia_hypervolemia.pptxBody fluids_tonicity_dehydration_hypovolemia_hypervolemia.pptx
Body fluids_tonicity_dehydration_hypovolemia_hypervolemia.pptx
 
nodule formation by alisha dewangan.pptx
nodule formation by alisha dewangan.pptxnodule formation by alisha dewangan.pptx
nodule formation by alisha dewangan.pptx
 
erythropoiesis-I_mechanism& clinical significance.pptx
erythropoiesis-I_mechanism& clinical significance.pptxerythropoiesis-I_mechanism& clinical significance.pptx
erythropoiesis-I_mechanism& clinical significance.pptx
 
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
 
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
 
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
 
Unveiling the Energy Potential of Marshmallow Deposits.pdf
Unveiling the Energy Potential of Marshmallow Deposits.pdfUnveiling the Energy Potential of Marshmallow Deposits.pdf
Unveiling the Energy Potential of Marshmallow Deposits.pdf
 
NuGOweek 2024 Ghent - programme - final version
NuGOweek 2024 Ghent - programme - final versionNuGOweek 2024 Ghent - programme - final version
NuGOweek 2024 Ghent - programme - final version
 
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...
 
Nutraceutical market, scope and growth: Herbal drug technology
Nutraceutical market, scope and growth: Herbal drug technologyNutraceutical market, scope and growth: Herbal drug technology
Nutraceutical market, scope and growth: Herbal drug technology
 
What is greenhouse gasses and how many gasses are there to affect the Earth.
What is greenhouse gasses and how many gasses are there to affect the Earth.What is greenhouse gasses and how many gasses are there to affect the Earth.
What is greenhouse gasses and how many gasses are there to affect the Earth.
 
general properties of oerganologametal.ppt
general properties of oerganologametal.pptgeneral properties of oerganologametal.ppt
general properties of oerganologametal.ppt
 
platelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptxplatelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptx
 
Leaf Initiation, Growth and Differentiation.pdf
Leaf Initiation, Growth and Differentiation.pdfLeaf Initiation, Growth and Differentiation.pdf
Leaf Initiation, Growth and Differentiation.pdf
 
Seminar of U.V. Spectroscopy by SAMIR PANDA
 Seminar of U.V. Spectroscopy by SAMIR PANDA Seminar of U.V. Spectroscopy by SAMIR PANDA
Seminar of U.V. Spectroscopy by SAMIR PANDA
 

Intro to Big Data session, AAMC GREAT/GRAND Meeting, 2014

  • 1. Whither “big data”? Richard J. Bookman, Ph.D. Miller School of Medicine University of Miami rbookman@miami.edu @rbookman AAMC 2014 GREAT/GRAND Meeting Fort Worth, Tx September 19, 2014
  • 2. Big data is like teen sex. Everybody is talking about it, everyone thinks everyone else is doing it, so everyone claims they are doing it. Dan Ariely, Center for Advanced Hindsight Duke University
  • 3.
  • 4. Gartner Hype Cycle Update, August 2014 http://www.gartner.com/newsroom/id/2819918
  • 5. The 3 V’s of Big Data Doug Laney, Gartner, 2001; http://www.gi.de/nc/service/informatiklexikon/detailansicht/article/big-data/druckversion.html
  • 6. The continued expansion of the digital universe creates unprecedented opportunities and pitfalls for biomedical research.
  • 7. p53 >70,000 publications >$75 million/year from NIH for “p53” + “kinase” >200 NIH awards/year
  • 9.
  • 10. "Those who ignore statistics are condemned to reinvent it." Brad Efron Statistics Department Stanford University 1997 lecture Quoted in: DOI: 10.1111/j.1751-5823.2001.tb00474.x
  • 11. Some Q’s to consider • What are the big data opportunities for the research at my institution? (EMR, ‘Omics, games,?) • What infrastructure do we need to do the work? • Who do I need on the team to take advantage of this opportunity? What skills?
  • 12. Building the digital research enterprise and taking scientific advantage of big data is hard, slow, and expensive and… you probably don’t have the people you need.

Editor's Notes

  1. 70,000 pubs: ref is in Spangler et al. NIH $’s and NIH awards are from: http://projectreporter.nih.gov/reporter.cfm queried on 9/16/2014. Using five FY’s (2010-FY2014, incl.) and narrowing search to ‘projects’ with key terms “p53” .AND. “kinase”. $’s were totaled across both projects and sub-projects and divided by 5 fiscal years to get average $’s per year. Similarly, all projects and subprojects were counted and divided by 5 to get average # awards per year.
  2. Paper presented at: 2014 ACM conference on Data Discovery and Data Mining; Aug 24-27th, NYC.