Improvements in data collection through physician use of a computer-based chemotherapy treatment consultant.
The impact of a computer-based data management system on the completeness of clinical trial data was studied before and after the system's introduction in an oncology clinic. Physicians use the system, termed ONCOCIN, to record data during patient visits and to receive advice about treatment and tests required by experimental cancer protocols. Although ONCOCIN does not force the user to enter all data expected by the protocol, after its introduction there was improvement in the recording frequency of such data. The percentage of expected physical findings recorded increased from 74% to 91% (P less than .05), toxicity history from less than 1% to 45% (P less than .01), general chemistry results from 36% to 82% (P less than .01), x-ray results from 44% to 73% (P less than .01), and physicians' assessments of overall disease activity and Karnofsky performance status from 73% to 91% (P less than .05). Analysis of the steps in data collection and their contribution to loss of data suggests that observations or test ordering which are dependent on the physician are most improved by the system. Furthermore, analysis of post-ONCOCIN visits when the system was unavailable suggests that the recording of physician-dependent data (physical findings and assessments of disease activity and performance status) is likely to revert to pre-ONCOCIN levels if the system is not used routinely. The results show that ONCOCIN can greatly enhance recovery of those data expected for chemotherapy protocol patients. The program's interaction with the physician is central to its effectiveness in data collection, especially for data that arise directly from the patient-physician encounter.
D000970:Antineoplastic Agents / Q000627:therapeutic use / Q000633:toxicity; D001185:Artificial Intelligence; D002983:Clinical Competence; D002986:Clinical Trials as Topic; D001330:Electronic Data Processing / Q000379:methods*; D006689:Hodgkin Disease / Q000188:drug therapy; D006801:Humans; D008495:Medical Oncology; D008991:Monitoring, Physiologic; D012984:Software
D000970:Antineoplastic Agents