Research Data Declines Rapidly with Article age
|
By HospiMedica International staff writers Posted on 30 Dec 2013 |
A new study reveals that the vast majority of raw data from old studies is missing, making the reproducibility of results, a cornerstone of science, unavailable.
Researchers at the University of British Columbia (Vancouver, Canada), Université Laval (Canada), and other institutions requested data sets from the authors of a relatively homogenous set of 516 articles published between 2 and 22 years ago, finding that the availability of the data was strongly affected by article age. For papers where the authors gave the status of their data, the odds of a data set being extant fell by 17% per year. As a result, more 90% of the oldest data were inaccessible, and even in papers published as recently as 2011, they were only able to track down the data for 23% of the studies.
In addition, the odds that the researchers could even locate a working e-mail address for the first, last, or corresponding author fell by 7% per year. Defunct addresses were listed on the paper itself, with web searches not turning up any current ones. For another 38% of studies, the researcher’s queries led to no response. And even when they received a reply, access to another7% of the data sets was inaccessible, or the data itself was lost. The study was published on December 19, 2013, in Current Biology.
“Everybody kind of knows that if you ask a researcher for data from old studies, they’ll hem and haw, because they don’t know where it is,” said lead author zoologist Timothy Vines, PhD, of the University of British Columbia. “Some of the time, for instance, it was saved on three-and-a-half inch floppy disks, so no one could access it, because they no longer had the proper drives.”
“Because the basic idea of keeping data is so that it can be used by others in future research, this sort of obsolescence essentially renders the data useless,” added Dr. Vines. “Our results reinforce the notion that, in the long term, research data cannot be reliably preserved by individual researchers, and further demonstrate the urgent need for policies mandating data sharing via public archives.”
Preserving raw data is important because it is impossible to predict in which directions research will move in the future. Dr. Vines, for instance, has been conducting research on a pair of toad species native to Eastern Europe that seem to be in the process of hybridizing. In the 1980s, a separate team of researchers was working on the same topic, and came across an old paper written in Polish that documented the distribution of the toads in the 1930s. Knowing that their distribution had changed relatively little over the intervening decades allowed the scientists to make calculations that would not have been possible otherwise.
Related Links:
University of British Columbia
Université Laval
Researchers at the University of British Columbia (Vancouver, Canada), Université Laval (Canada), and other institutions requested data sets from the authors of a relatively homogenous set of 516 articles published between 2 and 22 years ago, finding that the availability of the data was strongly affected by article age. For papers where the authors gave the status of their data, the odds of a data set being extant fell by 17% per year. As a result, more 90% of the oldest data were inaccessible, and even in papers published as recently as 2011, they were only able to track down the data for 23% of the studies.
In addition, the odds that the researchers could even locate a working e-mail address for the first, last, or corresponding author fell by 7% per year. Defunct addresses were listed on the paper itself, with web searches not turning up any current ones. For another 38% of studies, the researcher’s queries led to no response. And even when they received a reply, access to another7% of the data sets was inaccessible, or the data itself was lost. The study was published on December 19, 2013, in Current Biology.
“Everybody kind of knows that if you ask a researcher for data from old studies, they’ll hem and haw, because they don’t know where it is,” said lead author zoologist Timothy Vines, PhD, of the University of British Columbia. “Some of the time, for instance, it was saved on three-and-a-half inch floppy disks, so no one could access it, because they no longer had the proper drives.”
“Because the basic idea of keeping data is so that it can be used by others in future research, this sort of obsolescence essentially renders the data useless,” added Dr. Vines. “Our results reinforce the notion that, in the long term, research data cannot be reliably preserved by individual researchers, and further demonstrate the urgent need for policies mandating data sharing via public archives.”
Preserving raw data is important because it is impossible to predict in which directions research will move in the future. Dr. Vines, for instance, has been conducting research on a pair of toad species native to Eastern Europe that seem to be in the process of hybridizing. In the 1980s, a separate team of researchers was working on the same topic, and came across an old paper written in Polish that documented the distribution of the toads in the 1930s. Knowing that their distribution had changed relatively little over the intervening decades allowed the scientists to make calculations that would not have been possible otherwise.
Related Links:
University of British Columbia
Université Laval
Latest Health IT News
- EHR Alerts Support Dosing, Sedation, and Shock Recognition in Cardiac Care
- Adaptive Radiation QA Software Gains Validation for NeoArc Treatments
- Healthcare Database Helps Close Long COVID Surveillance Gap
- Smartphone App Improves Blood Pressure Control in Hypertension
- New Tablet Platform Extends Stroke Neurorehabilitation Beyond the Clinic
- Registry-Driven Digital Outreach Boosts Use of Heart Failure Medicines
- Nurse-Coordinated Care Model Improves Heart Failure Outcomes
- Imaging Tool Quantifies Calcinosis Cutis Volume to Monitor Treatment
- Digital Symptom Monitoring Supports More Personalized Breast Cancer Care
- Short Digital Training Program Improves Motor Function in Parkinson’s Disease
- New Cloud Platform Streamlines Capsule Endoscopy Workflow and Reporting
- Smartwatch Monitoring Identifies Abnormal Vital Signs Before Routine Checks
- Weekly Remote Symptom Monitoring Improves Symptom Control in Advanced Cancer
- Digital Heart Model Supports Targeted Ablation in Atrial Fibrillation
- AI Framework Helps Clinicians Create Trustworthy Risk Prediction Tools
- AI Tool Screens for Primary Aldosteronism Using Routine EHR Data
Channels
Artificial Intelligence
view channel
Predictive Model Supports Growth Hormone Treatment Planning in Idiopathic Short Stature
Idiopathic short stature (ISS) describes children whose height is substantially below the expected range for age and sex without an identifiable medical cause. Recombinant growth hormone therapy can support... Read more
AI Model Predicts Prolonged Sitting in Chronic Pelvic Pain
Chronic pelvic pain affects an estimated one in seven women and can occur with conditions such as endometriosis, adenomyosis, or uterine fibroids. Pain, fatigue, and other symptoms may contribute to prolonged... Read moreCritical Care
view channel
Wearable Patch Prototype Advances Toward Integrated Automated Insulin Delivery
Diabetes management requires individualized care, reliable glucose and ketone monitoring, and timely intervention. For automated insulin delivery, a key challenge is maintaining accurate glucose measurements... Read more
AI Tool Combining ECG and Blood Tests Reduces Unnecessary Heart Transplant Biopsies
Cardiac transplant rejection occurs when a recipient’s immune system attacks a donated heart. Diagnosis currently relies on biopsy, an invasive procedure in which heart muscle tissue is removed and examined... Read more
Deep Brain Stimulation Window May Matter for Parkinson’s Patients With GBA1 Variants
Patients with GBA1 gene variants may develop significant physical symptoms earlier in life while also facing greater vulnerability to cognitive problems. This combination can complicate decisions about... Read moreFDA-Approved App Enables Pulmonary Pressure Monitoring and Medication Guidance in Heart Failure
Heart failure is a chronic, progressive condition and a leading cause of hospitalization, with clinical status often deteriorating before symptoms appear. Rising pulmonary artery pressure can precede decompensation... Read moreSurgical Techniques
view channel
FDA Clears Antibiotic-Delivering Spacer for Infected Knee Replacements
Periprosthetic joint infection develops around an artificial joint implant and can be especially difficult to manage after knee replacement. Treatment may require removal of the implant, prolonged infection... Read more
Matrix-Based Skin Substitute Improves Closure of Diabetic Foot Ulcers
Diabetic foot ulcers are hard-to-heal wounds that can persist because of chronic inflammation and moisture imbalance. When standard care alone does not achieve timely closure, clinicians may use adjunctive... Read morePatient Care
view channel
AI Platform Personalizes Support Between Visits for Cancer Survivors
Cancer survivors often manage persistent side effects after treatment, including fatigue, anxiety, uncertainty, symptoms, stress, and questions between appointments. Clinical teams need ways to maintain... Read more
At-Home Neuromodulation Shows Promise in Selected Patients With Hypertension
High blood pressure is a major risk factor for cardiovascular disease, including heart attack and stroke. Many patients receiving treatment for hypertension still remain above recommended blood pressure... Read more
EHR Model Flags High-Risk Periods in Patients with Metastatic Breast Cancer
Determining when patients with metastatic breast cancer are nearing the end of life remains difficult, often leading to intensive interventions with limited benefit. Prognostic uncertainty can delay goals-of-care... Read moreMedical Imaging
view channel
PSMA PET/CT-Guided Biopsy Improves Detection of Significant Prostate Cancer After Nondiagnostic MRI
Prostate cancer can be difficult to detect when magnetic resonance imaging (MRI) findings are negative or inconclusive. Men with persistent clinical risk factors may still require biopsy, yet standard... Read more
AI Software Detects Osteoporosis from Routine CT Scans
Osteoporosis can progress for years without pain, leaving bone loss undetected until a fracture or back pain prompts testing. By that point, bone loss may already be advanced. Bone density testing is not... Read more
AI Model Uses Pretreatment CT Scans to Predict Immunotherapy-Related Pneumonitis Risk
Pneumonitis is a potentially life-threatening form of lung inflammation that affects about 10% of patients with lung cancer receiving immunotherapy. Because it can be difficult to predict before symptoms... Read moreHealth IT
view channel
EHR Alerts Support Dosing, Sedation, and Shock Recognition in Cardiac Care
Electronic health record alerts can add to clinician workload when they are poorly targeted. In critical cardiac care, however, delayed decisions can affect treatment timing, sedation exposure, and escalation... Read more
Adaptive Radiation QA Software Gains Validation for NeoArc Treatments
Adaptive radiation therapy allows clinicians to adjust treatment plans to daily anatomical changes such as tumor shrinkage, weight loss, or organ movement, improving precision while limiting exposure to... Read morePoint of Care
view channel
Continuous Glucose Monitoring Identifies Cardiometabolic Risk in Adults Without Diabetes
Dysglycemia—abnormal blood glucose regulation—can fluctuate throughout the day and often escape conventional screening. Clinicians typically rely on fasting plasma glucose and hemoglobin A1c, which offer... Read more
Microneedle Patch Enables At-Home Monitoring of Acute Kidney Injury
Kidney disease is often silent in its early stages, making timely detection difficult outside clinical settings. Early biomarkers such as neutrophil gelatinase–associated lipocalin can require blood draws... Read moreBusiness
view channelWorld Health Expo to Showcase Trillion-Dollar Growth Across Pharma, Biotech, Longevity and Wellness at 2027 Edition
World Health Expo (WHX) expands with the new Pharma, Biotech, Longevity and Wellness industry sectors More than 235,000 professional visits, over 4,200 exhibitors and representatives from over... Read more
Medtronic Receives FDA Clearance for Vessel-Sealing Instrument for Robotic Surgery
As robotic-assisted surgery expands across U.S. hospitals, teams increasingly seek energy instruments with the familiarity and performance of tools used in open and laparoscopic procedures.... Read more
Robotic Single-Port System Gains CE Mark for Transvaginal Gynecologic Procedures
Intuitive (Sunnyvale, CA, USA) announced that it has received CE mark approval for use of the da Vinci SP Single Port surgical system in transvaginal gynecologic procedures, marking the first such indication... Read more







