Predictive Factors of Dental Implant Failure: A Retrospective Study Using Decision Tree Regression
2024

Predictive Factors of Dental Implant Failure

Sample size: 224 publication 10 minutes Evidence: moderate

Author Information

Author(s): Muacevic Alexander, Adler John R, Shahapur Sateesh G, Patil Kshitija, Manhas Sakshi, Datta Neetika, Jadhav Premraj, Gupta Seema

Primary Institution: Yogita Dental College, Khed

Hypothesis

What are the risk factors associated with dental implant failure?

Conclusion

Smoking, peri-implantitis, bruxism, and type 2 diabetes mellitus are significant predictors of dental implant failure.

Supporting Evidence

  • Smoking and peri-implantitis were principal contributors to failure.
  • Implant failure was more common in males and the maxillary jaw.
  • The average failure duration was longer for late implant failure compared to early implant failure.
  • Bruxism and peri-implantitis correlated with diminished survival duration.
  • Diabetes mellitus was associated with increased late implant failure.

Takeaway

This study found that certain habits like smoking and conditions like diabetes can make dental implants fail sooner.

Methodology

A retrospective study analyzed clinical records of 224 patients who received single-unit dental implants over seven years.

Potential Biases

Selection bias may have occurred due to the retrospective nature of the study.

Limitations

The retrospective design limited control over confounding variables and some risk factors were not evaluated.

Participant Demographics

The study included diverse age groups and both sexes, with a notable number of smokers and individuals with diabetes.

Statistical Information

P-Value

0.001

Confidence Interval

L15.98-H17.75

Statistical Significance

p<0.05

Digital Object Identifier (DOI)

10.7759/cureus.75192

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