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How to use technology to
improve data integrity
Hesham Al-Inany, M.D, PhD
• Introduction
• Past
• Future
• Before
• During
• After
• Kasr El-Aini model
• Conclusion
Outline
Introduction
• The Lancet MMR autism fraud, a 1998 study that falsely claimed a link
between the measles, mumps, and rubella (MMR)
vaccine and autism.
• Publicity around the 1998 study caused a sharp decline in vaccination
uptake, leading to a number of outbreaks of measles around the
world.
• undisclosed financial conflicts of interest on P.I part. to earn up to
$43 million per year selling test kits
• was struck off the medical register
More than
•10 yrs
Responsibility ?
• Individual basis
• Institutional basis
• Journal basis
Individual basis ?
• P.I
• Whole team
• Reviewers
Data Integrity issues
• Duplication
• Plagiarism
• Falsification
• Fabrication
Past ?
For work already done
Future?
Technology
• Not already published articles
• But those will be published
How would Technology help ?
• Before conducting the study
• During
• After
Before conducting the study
• Trial registration
• authorship or order of authors
• Sample size calculation
• Estimated time to end recruitment
Title & Protocol Registration
• to avoid Duplication
• Authorship rights from the start
• www.clinicaltrials.gov
• Many others
Sample size calculation
• G Power software
• Free to download
• To avoid type 2 error
During conducting the trial
• Monitoring the progress
• RedCap software
• Avoid data falsification
But
• RedCap software for universities & academic centers
• Mainly for projects but can be applied to research papers
• Free but u have to get access from university admin
• Alternative is Google sheets
Google sheets 2022
After ?
After doing the work
• Plagiarism detection software
Preprint copy release
• Ivermectin paper scandal
• Research square platform
• detecting research misconduct
At time of publishing 2022
• It can be detected by statistical tools, like the chi-square test for
uniformity of digit distributions.
• check the “rightmost digits” of the collected data. The “rightmost
digit” is the digit that a number ends in. It is considered to be “the
most random digit of a number,” which means that that the numbers
that make up a data set should be uniformly distributed as in a lottery
Journals : Hi-Tech
• Detecting and preventing peer-review fraud
• ScholarOne Manuscripts includes a program to detect unusual
submission and peer review activity that may warrant further
investigation by the journal.
I.P.D
• The new era
To avoid Fabrication
• File number
• Patient I.D
• Electronic file storage (scan OR electronic system)
After?
After publication
• new platforms and approaches allowing commenting on published
research (Pubpeer)
After publication : Retraction database
Research retention time : 10 yrs
• Keeping ur data : Cloud based
• Accessible any where any time
Technology can help
• Duplication
• Registration
• Falsification
• RedCap
• Plagiarism
• Turnitin
Technology can Help
• Fabrication
• I.P.D
• Storage
• Cloud-base
• Retraction
• Web-based
Model?
Institution basis : Kasr ElAini model
• Big data Archive
• No Essay
• Protocol & Master sheet included in MSc & MD thesis
For other researches
Training programs for researchers
Lines of research : model of 1st trimester U/S
• Correlation of Maternal right ventricular function with the uteroplacental circulation in first trimester and
pregnancy outcome in women with congenital heart disease
• First trimester scan for the early detection of fetal structural anomalies: detection rates
• Fetal abnormalities associated with increased nuchal translucency versus cell-free fetal DNA
• Effectiveness of a 12-13 week scan for the early diagnosis of fetal congenital anomalies ( chromosomal and
structural )
• Caesarean scar pregnancy in first trimester, longitudinal study for detection of PAS rates
• Accuracy of Prenatal diagnosis of cardiac defects
• Increased hepatic artery flow in first early-second trimester fetuses with enlarged nuchal translucency
• Performance of the First trimester ultrasound signs of spina bifida , longitudinal study
• Fetal cranium normal and abnormal at 13 weeks
• Fetal face normal and abnormal at 13 weeks
Suggest topics : electronically distributed
MOU with other universities
Next steps
• Apply RedCap data entry for any Thesis
• Electronic archive of all thesis IPD
• Committee of Data Integrity ( Prof.Dr.AbdelHamid Attia)
Key : compulsory ?
• But help researchers
• Ensure facilities are available for them (unit for research
excellence)
• Save their time and money ( trained secretaries doing the job)
conclusion
Technology can help

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How to use technology to improve data integrity.pptx

  • 1. How to use technology to improve data integrity Hesham Al-Inany, M.D, PhD
  • 2. • Introduction • Past • Future • Before • During • After • Kasr El-Aini model • Conclusion Outline
  • 3. Introduction • The Lancet MMR autism fraud, a 1998 study that falsely claimed a link between the measles, mumps, and rubella (MMR) vaccine and autism. • Publicity around the 1998 study caused a sharp decline in vaccination uptake, leading to a number of outbreaks of measles around the world. • undisclosed financial conflicts of interest on P.I part. to earn up to $43 million per year selling test kits • was struck off the medical register
  • 5. Responsibility ? • Individual basis • Institutional basis • Journal basis
  • 6. Individual basis ? • P.I • Whole team • Reviewers
  • 7. Data Integrity issues • Duplication • Plagiarism • Falsification • Fabrication
  • 11. Technology • Not already published articles • But those will be published
  • 12. How would Technology help ? • Before conducting the study • During • After
  • 13. Before conducting the study • Trial registration • authorship or order of authors • Sample size calculation • Estimated time to end recruitment
  • 14. Title & Protocol Registration • to avoid Duplication • Authorship rights from the start • www.clinicaltrials.gov • Many others
  • 15. Sample size calculation • G Power software • Free to download • To avoid type 2 error
  • 16. During conducting the trial • Monitoring the progress • RedCap software • Avoid data falsification
  • 17. But • RedCap software for universities & academic centers • Mainly for projects but can be applied to research papers • Free but u have to get access from university admin • Alternative is Google sheets
  • 20. After doing the work • Plagiarism detection software
  • 21. Preprint copy release • Ivermectin paper scandal • Research square platform • detecting research misconduct
  • 22. At time of publishing 2022 • It can be detected by statistical tools, like the chi-square test for uniformity of digit distributions. • check the “rightmost digits” of the collected data. The “rightmost digit” is the digit that a number ends in. It is considered to be “the most random digit of a number,” which means that that the numbers that make up a data set should be uniformly distributed as in a lottery
  • 23. Journals : Hi-Tech • Detecting and preventing peer-review fraud • ScholarOne Manuscripts includes a program to detect unusual submission and peer review activity that may warrant further investigation by the journal.
  • 25. To avoid Fabrication • File number • Patient I.D • Electronic file storage (scan OR electronic system)
  • 27. After publication • new platforms and approaches allowing commenting on published research (Pubpeer)
  • 28. After publication : Retraction database
  • 29. Research retention time : 10 yrs • Keeping ur data : Cloud based • Accessible any where any time
  • 30. Technology can help • Duplication • Registration • Falsification • RedCap • Plagiarism • Turnitin
  • 31. Technology can Help • Fabrication • I.P.D • Storage • Cloud-base • Retraction • Web-based
  • 33. Institution basis : Kasr ElAini model • Big data Archive • No Essay • Protocol & Master sheet included in MSc & MD thesis
  • 35. Training programs for researchers
  • 36. Lines of research : model of 1st trimester U/S • Correlation of Maternal right ventricular function with the uteroplacental circulation in first trimester and pregnancy outcome in women with congenital heart disease • First trimester scan for the early detection of fetal structural anomalies: detection rates • Fetal abnormalities associated with increased nuchal translucency versus cell-free fetal DNA • Effectiveness of a 12-13 week scan for the early diagnosis of fetal congenital anomalies ( chromosomal and structural ) • Caesarean scar pregnancy in first trimester, longitudinal study for detection of PAS rates • Accuracy of Prenatal diagnosis of cardiac defects • Increased hepatic artery flow in first early-second trimester fetuses with enlarged nuchal translucency • Performance of the First trimester ultrasound signs of spina bifida , longitudinal study • Fetal cranium normal and abnormal at 13 weeks • Fetal face normal and abnormal at 13 weeks
  • 37. Suggest topics : electronically distributed
  • 38. MOU with other universities
  • 39. Next steps • Apply RedCap data entry for any Thesis • Electronic archive of all thesis IPD • Committee of Data Integrity ( Prof.Dr.AbdelHamid Attia)
  • 40. Key : compulsory ? • But help researchers • Ensure facilities are available for them (unit for research excellence) • Save their time and money ( trained secretaries doing the job)