The effects of including quality of life responses in models to predict walking performance of patients with intermittent claudication
Leicht, A.S., Crowther, R.G., Muller, R., and Golledge, J. (2011) The effects of including quality of life responses in models to predict walking performance of patients with intermittent claudication. European Journal of Vascular and Endovascular Surgery, 41 (4). pp. 511-517.
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Objectives: To examine the accuracy of previously developed prediction models of treadmill walking performance in patients with intermittent claudication (IC) due to peripheral arterial disease (PAD); and to examine the accuracy of new prediction models.
Design: Analysis of data collected in a previous randomised clinical trial.
Materials: Ninety-three assessments of 28 patients diagnosed with IC due to PAD. Methods: Patients undertook routine clinical assessments, quality of life (QOL) questionnaires and treadmill walking tests. Walking performance and estimates based on prediction models were compared via paired t-tests or Wilcoxon Rank Sum tests. Stepwise linear regression generated models to predict walking performance from clinical measures and QOL responses. Accuracy was determined as the absolute error between model estimates and patient results.
Results: Walking performance was significantly underestimated (35-71% error) by previously developed prediction models. Models developed in the current study identified QOL responses as the most significant predictors of current walking performance but these models still resulted in substantial errors (19-84%).
Conclusions: Previously published predictors of walking performance significantly underestimated patient's ability in practise. Predictions based upon clinical measurements and QOL responses were developed however, their accuracy was also limited. Further research is needed regarding walking performance prediction to assist clinicians with assessment of PAD severity and treatment effectiveness.
|Item Type:||Article (Refereed Research - C1)|
|Keywords:||intermittent claudication; peripheral vascular disease; walking prediction; quality of life; questionnaire|
|FoR Codes:||11 MEDICAL AND HEALTH SCIENCES > 1102 Cardiovascular Medicine and Haematology > 110201 Cardiology (incl Cardiovascular Diseases) @ 100%|
|SEO Codes:||92 HEALTH > 9201 Clinical Health (Organs, Diseases and Abnormal Conditions) > 920103 Cardiovascular System and Diseases @ 100%|
|Deposited On:||22 Jun 2011 15:28|
|Last Modified:||14 May 2013 01:30|
Last 12 Months: 0
|Citation Counts with External Providers:||Web of Science: 2|
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