We use cookies to understand how you use our site and to improve your experience. This includes personalizing content and advertising. To learn more, click here. By continuing to use our site, you accept our use of cookies. Cookie Policy.

Features Partner Sites Information LinkXpress hp
Sign In
Advertise with Us

Download Mobile App




Clinical Model Accurately Predicts Risk of Hip Fractures in Elderly

By HospiMedica International staff writers
Posted on 15 Oct 2024

Each year, thousands of hip fractures occur, causing significant pain for patients and increasing their dependence on family, friends, or healthcare staff. More...

Approximately 25% of those impacted die within the first year, resulting in a mortality rate that surpasses that of events such as strokes or heart attacks. This indicates that if clinicians can predict who is likely to be affected, they can implement preventive measures and potentially save lives. Currently, bone densitometry is the most widely utilized method for assessing fracture risk; however, it has several drawbacks. The examination is time-consuming, requires costly equipment, and is not readily accessible to all physicians. Researchers have now created a clinical model that can accurately predict the risk of hip fractures in older adults. This model can identify high-risk patients without the need for measuring skeletal strength, which can speed up the process for doctors and enable timely preventive treatment.

The new study conducted by researchers at Uppsala University (Uppsala, Sweden) is based on registry data gathered from the entire Swedish population. For five years, the researchers tracked all individuals living in Sweden aged 50 and older to identify factors that elevate the risk of hip fractures. The newly developed model relies on variables that are easier to collect in clinical environments, such as diagnoses and medical treatments. This enables healthcare personnel to perform risk assessments without needing access to bone densitometry equipment. The research model is founded on 19 variables, with the strongest predictors—apart from advanced age—being the use of home-help services and diagnoses such as Parkinson's disease and dementia. The model indicated that women utilizing home-help services face a nearly 8% risk of suffering a hip fracture within five years, while the corresponding risk for men is 5%.

A significant finding of the study was the establishment of a risk threshold for when treatment with bone-strengthening medications should be considered. If an individual has a 3% or higher risk of experiencing a hip fracture within five years, preventive medication could be advantageous. According to the model, 36 women or 52 men would therefore require treatment to avert a hip fracture. This study has also been validated among individuals from foreign backgrounds, demonstrating equal accuracy in that group. The research findings published in the journal eClinicalMedicine could inform new guidelines on how healthcare providers should approach the management of hip fracture risk in older adults.

“The most surprising result was that we could predict hip fractures so accurately without using bone density, which has traditionally been an important factor. This means that more people can be identified in time and offered preventive treatment,” said Peter Nordström, Professor and Consultant Physician who led the research group. “A major advantage of our model is that it is based on data already available in the clinic, which allows us to identify at-risk groups more quickly and easily. This in turn enables us to start preventive interventions earlier, such as medication for osteoporosis, and prevent serious complications that occur in hip fractures.”


Gold Member
SARS‑CoV‑2/Flu A/Flu B/RSV Sample-To-Answer Test
SARS‑CoV‑2/Flu A/Flu B/RSV Cartridge (CE-IVD)
Radiology Monitor
MDNC-6121 Barco Nio Color 5.8MP
Rapid Sepsis Test
SeptiCyte RAPID
Medical-Grade Display
HL2316SHTB
Read the full article by registering today, it's FREE! It's Free!
Register now for FREE to HospiMedica.com and get access to news and events that shape the world of Hospital Medicine.
  • Free digital version edition of HospiMedica International sent by email on regular basis
  • Free print version of HospiMedica International magazine (available only outside USA and Canada).
  • Free and unlimited access to back issues of HospiMedica International in digital format
  • Free HospiMedica International Newsletter sent every week containing the latest news
  • Free breaking news sent via email
  • Free access to Events Calendar
  • Free access to LinkXpress new product services
  • REGISTRATION IS FREE AND EASY!
Click here to Register








Channels

Artificial Intelligence

view channel
Image: Artificial intelligence (AI) standalone performance and reader performance with versus without AI assistance. (A) Receiver operating characteristics (ROC) curve for AI standalone performance in the US dataset (AUC 0.899, 95% CI 0.858 to 0.939). (B) ROC curve for AI standalone performance in the Korean dataset (AUC 0.963, 95% CI 0.946 to 0.975). (C) Pooled reader ROC without (AUC 0.718) versus with (AUC 0.852) AI assistance in the Korean dataset; P<0.001. AUC, area under the receiver operating characteristics curve. (Leonard Sunwoo et al., Journal of NeuroInterventional Surgery (2026). DOI: 10.1136/jnis-2026-025339)

AI Improves Non-Contrast CT Interpretation for Time-Sensitive Stroke Assessment

Acute ischemic stroke occurs when a blood vessel in the brain becomes blocked, requiring rapid diagnosis to enable timely reperfusion therapy. Emergency departments often use computed tomography angiography... Read more

Surgical Techniques

view channel
Image Credit: 123RF

Needle-Free Intrauterine Anesthesia Technique Reduces Pain During IUD Insertion

Pain during intrauterine device (IUD) placement often deters women from choosing this long-acting contraception. Avoiding or undertreating procedural pain can reduce uptake and satisfaction with effective... Read more

Point of Care

view channel
Image Credit: 123RF

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

Business

view channel
Image: LigaSure RAS Maryland, designed for the Valleylab FT10 platform on Hugo RAS, seals and cuts vessels, tissue, and lymphatics up to 7 mm in diameter (Photo courtesy of Medtronic)

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
Copyright © 2000-2026 Globetech Media. All rights reserved.