Evidence Promoting Good Data Management » History » Version 52
Evidence Promoting Good Data Management¶
- Evidence Promoting Good Data Management
- Anecdotal Tales Of Lost Data
- The Lost Laptop Problem
- Laptop Reliability
- Hard Disk Failures
- Data management in the cloud
- Archiving Data
- Sharing Data
- Related Media
- More To Read
If you have any additional examples that you would like to share, please email them to: rdm.c4dm at gmail.com
Fire!¶Southampton University Mountbatten Building Fire (BBC)
- "Sandy destroyed years of medical research": http://rt.com/usa/news/sandy-research-power-medicine-681/ 31 October 2012
When Hurricane Sandy struck New York, it washed away years of scientific research from the New York University School of Medicine, including genetically modified mice, enzymes, antibodies and DNA strands.
- NYC Science Stunned by Sandy 2 November 2012 (The Scientist)
Flooding and blackouts caused by super storm Sandy have had a devastating impact on scores of scientists in the Big Apple, with one research center losing thousands of lab mice as well as precious reagents—a situation that could set some researchers back years.
- Help for Sandy-Stricken Scientists 9 November 2012 (The Scientist)
- New York research facilities feel Sandy's wrath (Nature blog)
Although New York University (NYU) was clearly the research facility hardest hit by this week’s storm, others were also affected. Leslie Vosshall, who studies the olfactory system of mosquitoes at Rockefeller University, located about 35 blocks further up river from NYU, shut down a computer server in the basement on Sunday, but fears it could have been damaged from flooding. She has had to wait for the university to pump out the water, before she can check on it. “We do have some of the data backed up elsewhere, but it would set us back significantly.”
- Sandy’s Toll on Medical Research (Slate)
In 2001, a tropical storm called Allison flooded Houston with several feet of rain and pushed 10 million gallons of water into the medical-school basements at the University of Texas. The disaster drowned at least 4,000 rats and mice, along with 78 monkeys, 35 dogs, and 300 rabbits. (More than half the animals on campus had been living underground.) Nearby, at the Baylor College of Medicine, basement flooding killed 30,000 mice.
- Texas researchers regroup after Tropical Storm Allison 13 August 2001 amednews.com
Soaked hard drives and drowned lab animals may delay new medical discoveries by months or years, but hope survives as research facilities dry out.
Tropical Storm Allison's flood caused the following losses at Baylor College of Medicine and the University of Texas-Houston Medical School:
Several hundred rabbits
More than 30,000 transgenic mice and rats
A state-of-the-art MRI machine worth $2 million
Ten years' worth of data on spinal cord injuries
A 20-year collection of 60,000 breast tumor samples
Anecdotal Tales Of Lost Data¶
Recovery of Overwritten Hard Disk Data¶
5 October 2005 Linux Forums - http://tinyurl.com/8t7uaop
Hi, a friend of mine just overwrote two months of her PhD thesis with an older version. I know recovery of overwritten data is possible, but wonder if I'd need special hardware to do it. Does anyone know something about this ? Thank You.
Stolen laptop had PhD research¶
19 March 2008 Surrey Leader - http://tinyurl.com/9hmtlv4
Thirty-five minutes spent in Langley’s Willowbrook Shopping Centre cost a Surrey woman much more than she had anticipated. Langley RCMP say that while she was shopping from 1-1:35 p.m. last Monday, someone broke into her vehicle and stole a number of items, including a Mac iBook laptop containing the research she had compiled as she worked towards her PhD. “All that information was on that computer and she has no back-up file,” said Langley RCMP spokesman Cpl. Brenda Marshall.
Google images of Langley Willowbrook
Happiness is the return of a stolen computer, with data intact¶
27 May 2010 The Press, NZ - http://tinyurl.com/38sznnh
Never has a man been so happy to see a computer full of data spreadsheets. Claudio De Sassi's world fell apart when a car containing almost three years work towards his PhD was stolen two weeks ago. De Sassi, a Canterbury University academic, could not hide his joy yesterday as police reunited him with his stolen laptop and backpack.
Thugs steal Christmas, doctoral dreams¶
22 December 2010 KRQE - http://tinyurl.com/9a5j56f
A tiny television sits where a big screen used to, and a Christmas tree stands with little underneath it... Even worse than the gifts, the crooks stole a MacBook Pro laptop and a LaCie hard drive. The hard drive had … her dissertation and nearly seven years of research for her doctoral degree she was set to fnish in a few weeks. Osuna had everything backed up on a separate hard drive in a safe, but burglars made off with that too. "All I could think about is that all that time is gone, all that effort, everything is gone," Osuna said.
Laptop Stolen From OSU Doctoral Student¶
NBC4i January 06 2011 - http://tinyurl.com/bmybv9x
...her car was broken into and her chrome Mac book pro was stolen. She has a back-up for all but the last six months of research, but the most important part of the research had happened recently.
Lost Thesis Poster¶
PostgraduateForum.com > Current PhD Students, PhD Life. 29 September 2011 - http://tinyurl.com/ct5e2no
I've 'lost' my thesis Yes, I 'lost' my thesis today, at around 12:42pm (thesis RIP), microsoft word couldn't cope with the size of the document and my file got corrupted. I'd removed a small chunk of it and did some formatting to decrease its size yesterday but that obviously didn't stop it happening. After a few hours trying to recover it, I gave in and called for help. I then found out that, even if I'd managed to recover it, it probably wouldn't be the whole document, there could be parts missing, formatting gone awol, etc No sweat though, I regularly back up my work so it's just today's work that's been lost, well morning and lunch really as I spent the afternoon attempting to savage it,-) bit stressful but hey ho, not the end of the world. So for those of you who don't back your work up, start doing it now! And regularly! I can't possibly imagine what would have happened to me if I'd really lost everything weeks before submission...
The Lost Laptop Problem¶
- 2010 Ponemon Institute report for Intel re. US laptops
- On average, 2.3% of laptops assigned to employees are lost each year
- In education & research that rises to 3.7%, with 10.8% of laptops being lost before the end of their useful life
- ~3 years i.e. within 1 PhD of allocation!
- 75% lost outside the workplace
- Very similar results from 2011 European report!
Intel 2010, The Billion Dollar Lost Laptop Problem - http://tinyurl.com/8c9m4bn
Intel 2011, The Billion Euro Laptop Problem - http://tinyurl.com/9wpbxn9
- 2011 PC World Laptop Reliability Survey from 63,000 readers:
- 22.6% had signifcant problems during the product's lifetime
- Of which...
- 19% had OS problems ~1 in 25 of all laptops
- 18% had HDD problems ~1 in 25 of all laptops
- 10% PSU problems ~1 in 50 of all laptops
PC World 2011 - http://tinyurl.com/876qza5
Hard Disk Failures¶
- Failure Trends In A Large Disk Drive Population
- Usenix conference on File and Storage Technologies 2007 (FAST '07)
- Eduardo Pinheiro & Wolf-Dietrich Weber, Google Inc.
- Data collected from over 100,000 disk drives at Google
- As part of repairs procedures:
- ~13% of disk drives replaced over 3 years
- ~20% of disk drives replaced over 4 years
Data management in the cloud¶
See JISC/DCC document "Curation In The Cloud" - http://tinyurl.com/8nogtmv
Service agreements may give wide-ranging rights to the data service.
Google Terms Of Service¶
1 March 2012 Google Terms of Service : http://tinyurl.com/89dc9fa
When you upload or otherwise submit content to our Services, you give Google (and those we work with) a worldwide license to use, host, store, reproduce, modify, create derivative works (such as those resulting from translations, adaptations or other changes we make so that your content works better with our Services), communicate, publish, publicly perform, publicly display and distribute such content. The rights you grant in this license are for the limited purpose of operating, promoting, and improving our Services, and to develop new ones. This license continues even if you stop using our Services (for example, for a business listing you have added to Google Maps).
Microsoft Services Agreement¶
19 October 2012 Microsoft services agreement : http://tinyurl.com/8e4kucy
When you upload your content to the services, you agree that it may be used, modifed, adapted, saved, reproduced, distributed, and displayed to the extent necessary to protect you and to provide, protect and improve Microsoft products and services. For example, we may occasionally use automated means to isolate information from email, chats, or photos in order to help detect and protect against spam and malware, or to improve the services with new features that makes them easier to use. When processing your content, Microsoft takes steps to help preserve your privacy.
BBC Domesday Project¶1986 Project to do a modern-day Domesday book (early crowd-sourcing)
- Used “BBC Master” computers with data on laserdisc
- Collected 147,819 pages of text and 23,225 photos
- Media expiring and obsolete technology put the data at risk!
- Required emulation of software
- Images restored from original masters
- Don't use obscure formats!
- Don't use obscure media!
- Don't rely on technology being available!
- Do keep original source material!
Google images for BBC Domesday
Piwowar, Heather A., Roger S. Day, and Douglas B. Fridsma. Sharing detailed research data is associated with increased citation rate.
PLoS One 2.3 (2007): e308.
Disk Drives Break¶
Laptops Break / Get Broken¶
More To Read¶
Albers, S. Editorial: Well Documented Articles Achieve More Impact
BuR Business Research Journal, Vol. 2, No.2, May 2009
Anderson, Richard G., et al. The role of data/code archives in the future of economic research.
Journal of Economic Methodology 15.1 (2008): 99-119.
Borgman, Christine L. "The conundrum of sharing research data."
Journal of the American Society for Information Science and Technology 63.6 (2012): 1059-1078.
Campbell, Eric G., et al. "Data withholding in academic genetics."
JAMA: the journal of the American Medical Association 287.4 (2002): 473-480.
Evanschitzky, Heiner, et al. Replication research's disturbing trend.
Journal of Business Research 60.4 (2007): 411-415.
Fischer, Beth A., and Michael J. Zigmond. "The essential nature of sharing in science."
Science and engineering ethics 16.4 (2010): 783-799.
Freckleton, R.P., P. Hulme, P. Giller and G. Kerby. 2005. The changing face of applied ecology.
J. Appl. Ecol. 42:1–3.
Gleditsch, N.P., C. Metelits and H. Strand. 2003. Posting your data: Will you be scooped or will you be famous?.
Int. Stud. Perspect. 4:89–97.
Lancaster, Larry, and Alan Rowe. Measuring Real World Data Availability.
Proceedings of the LISA 2001 15th Systems Administration Conference. 2001.
McCullough, Bruce D., Kerry Anne McGeary, and Teresa D. Harrison. Lessons from the JMCB Archive.
Journal of Money, Credit, and Banking 38.4 (2006): 1093-1107.
Piwowar, Heather A., and Wendy W. Chapman. "Public sharing of research datasets: a pilot study of associations."
Journal of informetrics 4.2 (2010): 148-156.
Piwowar, Heather A., et al. "Towards a data sharing culture: recommendations for leadership from academic health centers."
PLoS medicine 5.9 (2008): e183.
Schroeder, Bianca, and Garth A. Gibson. Disk failures in the real world: What does an MTTF of 1,000,000 hours mean to you.
Proceedings of the 5th USENIX Conference on File and Storage Technologies (FAST). 2007.
Vandewalle, Patrick, Jelena Kovacevic, and Martin Vetterli. "Reproducible research in signal processing."
Signal Processing Magazine, IEEE 26.3 (2009): 37-47.
Whitlock, Michael C. "Data archiving in ecology and evolution: best practices."
Trends in ecology & evolution 26.2 (2011): 61-65.
Whitlock, Michael C., et al. "Data archiving."
The American Naturalist 175.2 (2010): 145-146.
Wicherts, Jelte M., Marjan Bakker, and Dylan Molenaar. "Willingness to share research data is related to the strength of the evidence and the quality of reporting of statistical results."
PloS one 6.11 (2011): e26828.