Statistical modelling of general practice medicine for computer assisted data entry in electronic medical record systems

International Journal of Medical Informatics

Volumn 57, Issue 2-3, 2000, Pages 77-89

  George, Susan E ^a   Warren, James R ^a  

^a UNIVERSITY OF SOUTH AUSTRALIA   (Australia)

Author keywords

Data entry; Electronic medical record; Intelligent split menu; Interface; Statistical model

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; DATA ACQUISITION; DATA TRANSFER; ELECTRONIC DATA INTERCHANGE; MATHEMATICAL MODELS; ONLINE SYSTEMS; PROBABILITY; REGRESSION ANALYSIS; USER INTERFACES;

BAYESIAN MODEL; ELECTRONIC MEDICAL RECORD (EMR) SYSTEMS; GENERAL PRACTICE MEDICINE; INTELLIGENT SPLIT MENU;

MEDICAL COMPUTING;

ARTICLE; COMPUTER SYSTEM; DISCRIMINANT ANALYSIS; GENERAL PRACTICE; INFORMATION PROCESSING; INFORMATION RETRIEVAL; MEDICAL RECORD; ONLINE SYSTEM; PRIORITY JOURNAL; PROBABILITY; REGRESSION ANALYSIS; STATISTICAL MODEL;

BAYES THEOREM; DISCRIMINANT ANALYSIS; FAMILY PRACTICE; HUMANS; LINEAR MODELS; MEDICAL RECORDS SYSTEMS, COMPUTERIZED; MODELS, STATISTICAL; PRESCRIPTIONS, DRUG; USER-COMPUTER INTERFACE;

EID: 0034233256     PISSN: 13865056     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1386-5056(00)00056-3     Document Type: Article

References (31)

1. Hasman A. Care for records for care. Int. J. Bio-Med. Comp. Special Issue Future Patient Rec. 42:1996;7.
2. Dick R.S., Sheen R.B. The Computer-Based Patient Record: An Essential Technology For Health Care. 1991;National Academy Press, Washington DC.
3. Bates D., Leape L., Cullen D. et al. Effect of computerised physician order entry and a team intervention on prevention of serious medication errors. J. Am. Med. Assoc. 280:1998;1311-1316.
4. Raschke R., Gollihare B., Wunderlich T. et al. A computer alert system to prevent injury from adverse drug events. J. Am. Med. Assoc. 280:1998;1317-1320.
5. Eberts R.L. User Interface Design. 1994;19 Prentice Hall, Englewood Cliffs, NJ.
6. Chu S.C., Ellis G., Cesnik B., Thom J. Proc. Rep. Narrative Med. Data: Inform Healthcare-Australia. 3(4):1995;113-121.
7. Wald J.S., Rind D., Safran C. et al. Patient Entries in the Electronic Medical Record: An interactive interview used in primary care, Proceedings of the 19th Symposium on Computer Applications in Medical Care, Louisiana. Oct 28-Nov 1, 1995;Hanley and Belfus Inc. Medical Publishers, Philadelphia.
8. College of American Pathologists, SNOMED Systematised Nomenclature of Medicine, College of American Pathologists, 2nd ed., 1979.
9. Computer-Aided Medical Systems, RCC Read Clinical Coding Scheme, Computer-Aided Medical Systems, (CAMS), Leicester, 1995.
10. Lamberts H., Woods M. Lamberts H., Woods M. ICPC International Classification of Primary Care. 1967;Oxford University Press, Oxford.
11. D. Walker D, A new browser for the read clinical coding system, Healthcare Computing (1995) 551-558.
12. Talty T., Implementation of an age sex disease (ASD) register, Fifth Health Informatics Association of New South Wales Conference (HINASW ′96), Wollongong, 9-11 February, 1996.
13. Greatbatch D., Heath C., Campion P., Luff P. How do desk-top computers affect the doctor-patient interaction? Family Pract. 12(1):1995;32-36.
14. MCA Medical Communications Associates, Clinical Software for the Healthcare Industry, South Australia, Belair, 1996.
15. Poon A D, Fagan LM, PEN-Ivory: The Design and Evaluation of a Pen-based System for Structured Data Entry. Eighteenth Annual Symposium on Computer Applications in Medical Care (SCAMC-94), Washington DC, Hanley and Nelfus, 1994.
16. Kirby J., Cope N., Souza A.D., Fowlet H., Gain R. The Pen and Pad Data Entry System. Medical Informatics Europe (MIE-96). 1996;IOS Press, Copenhagen.
17. Bernauer J Conceptual graphs as an operational model for descriptive findings. Clayton P.D. Fifteenth Annual Symposium on Computer Applications in Medical Care (SCAMC-91). 1991;214-218 McGraw Hill, New York.
18. A. Gammerman, A.R. Thatcher, Bayesian diagnostic probabilities without assuming independence of symptoms, Yearbook Med. Inform. 1992 323-330.
19. Reggia J.A., Nau D.S., Wang P.Y. Diagnostic expert systems based on a set covering model. Int. J. Man-Mach. Stud. 19:1983;437-460.
20. Thomas D. Wu, A problem decomposition method for efficient diagnosis and interpretation of multiple disorders. Yearbook Med. Inform. 1992, 331-342.
21. Spiegelhalter D. Bayesian Graphical Modelling: A Case Study in Monitoring Health Outcomes. 1997;Biostatistics Unit, Institute of Public Health, Robinson Way, Cambridge, UK.
22. S.E. Spenceley, J.R. Warren, Using Neural Networks for Modeling The Input Requirements of Electronic Medical Record Systems, Soft Computing and Intelligent Systems Mini-Track HICSS, Modelling Technologies and Intelligent Systems, in: Proceedings of the 32nd Hawaii International Conference on System Sciences, 1999.
23. Canfield K. Priming intelligent split menus with text corpora for computerised patient record data-entry. Int. J. Biomed. Comp. 39:1995;263-273.
24. Sears Shneiderman, Split Menus: Effectively using selection frequency to organise menus, ACM TOCHI 1 (1) (1995) 2-51.
25. R. Melles, T. Cooper, G. Peredy, User interface preferences in point-of-care data systems. in: Proc:IAMA National Symposium[JRW1]; 1998, pp. 86-90.
26. SPSS for Windows, Rel. 7.0.0. (Statistical Package for the Social Sciences), SPSS Inc. Chicago, 1997.
27. S.E. Spenceley, J.R. Warren, S.K. Mudali, Toward the Intelligent Physicians: Use of Diagnosis Codes to Anticipate Drug Therapy, Technical Report CIS-96-004, Department of Computer and Information Science, University of South Australia Interface, 1996.
28. J.R. Warren, A. Davidovic, S.E. Spenceley, Mediface: Anticipative Data Entry Interface for General Practitioners, Proceedings 1998 Australasian Computer Human Interaction Conference (OzCHI '98), November 30 to December 4, 1998, Adelaide, South Australia, Computer Human Interaction Special Interest Group of the Ergonomics Society of Australia, IEEE Computer Society, 192-199.
29. S.E. Spenceley, J.R. Warren, S.K. Mudali, I. Kirkwood, Intelligent Data Entry for Physicians by Machine Learning of an Anticipative Task Model, in: V.L. Narasimhan, L.C. Jain eds, Proceedings of the Fourth Australian and New Zealand Intelligent Information System Conference (ANZIIS-96), Piscataway, New Jersey, IEEE, 1997, pp. 64-67.
30. J.R. Warren, S.K. Mudali, S.E. Spenceley, P. Bolton, M. Mira,Knowledge-Enhanced Data Entry: A study in Machine Learning for Drug Input, 391-403, Proceedings of the 8th Australian Conference on Information Systems, (ACIS '97), Adelaide, South Australia, September 29th to October 2nd 1997.
31. Warren J., Bolton P. Intelligent split menus for data entry: a simulation study in general practice medicine. Lorenzi N. Proceedings of the AMIA Annual Symposium. November 1999;450-454 Hanley and Belfus, Philadelphia.