Time and Labor Costs Associated With Administration of Intravenous Bisphosphonates for Breast or Prostate Cancer Patients With Metastatic Bone Disease: A Time and Motion Study
Bibliographic record
Abstract
OBJECTIVES: To estimate, using a time and motion method, the time and labor costs associated with the administration of zoledronic acid and pamidronate in cancer patients with metastatic bone diseases. METHODS: During clinic visits for participating patients receiving intravenous zoledronic acid or pamidronate, all times and activities associated with the administration of bisphosphonates were recorded by a trained observer using a stopwatch and data recording forms. The total time associated with the administration of bisphosphonates was estimated and converted to labor costs by applying corresponding health care professional hourly wage rates plus the fringe-benefit rate. The costs were presented in 2011 Canadian dollars. RESULTS: A convenience sample of 37 patients from 2 hospital outpatient oncology clinics in Ontario and Quebec participated in the study. Nineteen patients were diagnosed with breast cancer and 18 with prostate cancer. The average patient age was 66 years, and patients had been diagnosed with cancer and metastatic bone disease for 8 years and 3 years, respectively. The times and costs associated with the administration of bisphosphonates for the 28 patients who did not receive concurrent chemotherapy during the scheduled clinic visits are also reported. The mean infusion time for patients receiving zoledronic acid was 20.6 minutes. With the use of ambulatory infusion devices, the mean infusion time of pamidronate was 23 minutes (limited to observations of patients who were seated during administration). In contrast, the mean infusion time using regular infusion devices was 162 minutes. The mean labor cost for administering zoledronic acid was $20. The mean labor cost for administering pamidronate was $10 using ambulatory infusion devices and $68 using regular infusion devices. CONCLUSION: The time burden to cancer patients with metastatic bone disease who receive intravenous bisphosphonates and the costs to the health care system are substantial, especially when regular infusion devices are used.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".