Computerized prescribing: building the electronic infrastructure for better medication usage.

Computerized prescribing in the practice of medicine is a change that is overdue. Virtually all prescriptions in the United States are still handwritten. Instead, medications should be ordered on a computer interacting with 3 databases: patient drug history, scientific drug information and guideline reference, and patient-specific (weight, laboratory) data. Current problems with prescribing on which computerized prescribing could have a positive impact include (1) drug selection; (2) patient role in pharmacotherapy risk-benefit decision making; (3) screening for interactions (drug-drug, drug-laboratory, drug-disease); (4) linkages between laboratory and pharmacy; (5) dosing calculations and scheduling; (6) coordination between team members, particularly concerning patient education; (7) monitoring and documenting adverse effects; and (8) postmarketing surveillance of therapy outcomes. Computerized prescribing is an important component of clinician order entry. Development of this tool has been impeded by a number of conceptual, implementation, and policy barriers. Overcoming these constraints will require clinically and professionally guided vision and leadership.

[1]  G. Schiff,et al.  Inpatient theophylline toxicity: preventable factors. , 1991, Annals of internal medicine.

[2]  S. S. Green,et al.  Can physicians warn patients of potential side effects without fear of causing those side effects? , 1994, Archives of internal medicine.

[3]  James B. Martin The great transition using the seven disciplines of enterprise engineering to align people , 1990 .

[4]  J. Fox,et al.  Evaluation of computer support for prescribing (CAPSULE) using simulated cases , 1997, BMJ.

[5]  S. Weingarten Practice guidelines and prediction rules should be subject to careful clinical testing. , 1997, JAMA.

[6]  T. Walley,et al.  The UK General Practice Research Database , 1997, The Lancet.

[7]  F. Curtiss Lessons learned from projects in disease management in ambulatory care. , 1997, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

[8]  Computerized system for physician order entry. , 1995, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

[9]  N. Laird,et al.  Incidence of Adverse Drug Events and Potential Adverse Drug Events: Implications for Prevention , 1995 .

[10]  William DuMouchel,et al.  A meta-analysis of 16 randomized controlled trials to evaluate computer-based clinical reminder systems for preventive care in the ambulatory setting. , 1996, Journal of the American Medical Informatics Association : JAMIA.

[11]  J Poikonen Arden Syntax: the emerging standard language for representing medical knowledge in computer systems. , 1997, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

[12]  Legler Jd Physicians' accuracy in manual computation. , 1990 .

[13]  Using automation to reduce medication errors. , 1997 .

[14]  P Cesarz,et al.  "Danger at the drugstore". , 1996, Journal of the American Pharmaceutical Association.

[15]  S B Soumerai,et al.  Pharmacists as Agents of Change for Rational Drug Therapy , 1995, International Journal of Technology Assessment in Health Care.

[16]  D W Bates,et al.  Medication Errors , 1996, Drug safety.

[17]  David A. Kessler Introducing MEDWatch: A New Approach to Reporting Medication and Device Adverse Effects and Product Problems , 1993 .

[18]  C. McDonald,et al.  Reminders to physicians from an introspective computer medical record. A two-year randomized trial. , 1984, Annals of internal medicine.

[19]  H. Wolinsky Resolution Due in Medical Software Regulation , 1997, Annals of Internal Medicine.

[20]  S. Cretin,et al.  Implementation of clinical guidelines using a computer charting system. Effect on the initial care of health care workers exposed to body fluids. , 1997, JAMA.

[21]  B. Felkey Health system informatics. , 1997, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

[22]  S. Hilton,et al.  Monitoring the frequency of side effects of drugs , 1996, BMJ.

[23]  G. Schiff Red man syndrome and the red button system: where next for inpatient adverse drug reaction reporting? , 1995, The Joint Commission journal on quality improvement.

[24]  M. Bonati,et al.  SECOND-GENERATION CLINICAL PHARMACOLOGY , 1986, The Lancet.

[25]  D S Stein,et al.  Factors related to errors in medication prescribing. , 1997, JAMA.

[26]  A. Relman An institute for health-care evaluation. , 1982, The New England journal of medicine.

[27]  C J McDonald,et al.  Standard formats for electronic transfer of clinical data. , 1989, Annals of internal medicine.

[28]  Mark S. Tuttle Medical Informatics Challenges of the 1990s: Acknowledging Secular Change , 1997, J. Am. Medical Informatics Assoc..

[29]  Donald P. Connelly,et al.  An industrial process view of information delivery to support clinical decision making: implications for systems design and process measures. , 1997, Journal of the American Medical Informatics Association : JAMIA.

[30]  H L Lipton,et al.  Drug Utilization Review in Ambulatory Settings: State of the Science and Directions for Outcomes Research , 1993, Medical care.

[31]  J. Hart Two paths for medical practice , 1992, The Lancet.

[32]  An analysis of drug information desired by the patient. (Are patients being told everything they wish to know under OBRA ‘90?) * , 1996, Journal of clinical pharmacy and therapeutics.

[33]  T. Clemmer,et al.  A computer-assisted management program for antibiotics and other antiinfective agents. , 1998, The New England journal of medicine.

[34]  L. Leape Error in Medicine , 1994 .

[35]  J M Teich,et al.  Computerized physician order entry and quality of care. , 1994, Quality management in health care.

[36]  B Chewning,et al.  Medication decision-making and management: a client-centered model. , 1996, Social science & medicine.

[37]  D. Classen,et al.  Adverse drug events in hospitalized patients. Excess length of stay, extra costs, and attributable mortality. , 1997, JAMA.

[38]  Jon Doyle,et al.  Guardian Angel: Patient-Centered Health Information Systems , 1994 .

[39]  Lortie Fm,et al.  Postmarketing surveillance of adverse drug reactions: problems and solutions. , 1986, CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne.

[40]  D M Berwick,et al.  Controlling Variation in Health Care: A Consultation from Walter Shewhart , 1991, Medical care.

[41]  William W. Stead,et al.  Review: Computer-based Physician Order Entry: The State of the Art , 1994, J. Am. Medical Informatics Assoc..

[42]  L. Weed New connections between medical knowledge and patient care , 1997, BMJ.

[43]  R A Garibaldi Computers and the quality of care--a clinician's perspective. , 1998, The New England journal of medicine.

[44]  J. Grimshaw,et al.  Developing clinically valid practice guidelines. , 1995, Journal of evaluation in clinical practice.

[45]  J. Marc Overhage,et al.  Research Paper: A Randomized Trial of "Corollary Orders" to Prevent Errors of Omission , 1997, J. Am. Medical Informatics Assoc..

[46]  Joyce A. Mitchell,et al.  The clinical value of computerized information services. A review of 98 randomized clinical trials. , 1996, Archives of family medicine.

[47]  J H van Bemmel,et al.  The Introduction of Computer-based Patient Records in the Netherlands , 1993, Annals of Internal Medicine.

[48]  R S Evans,et al.  Improving empiric antibiotic selection using computer decision support. , 1994, Archives of internal medicine.

[49]  D P Sulmasy,et al.  The Effect of Pharmaceutical Benefits Managers: Is It Being Evaluated? , 1996, Annals of Internal Medicine.

[50]  Need for standards in medical communication. , 1991 .

[51]  K N Barker,et al.  Research on drug-use-system errors. , 1995, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

[52]  G. Schiff,et al.  Drug Formularies: Myths-ln-Formation , 1990, Medical care.

[53]  E. Andrews,et al.  Data privacy, medical record confidentiality, and research in the interest of public health , 1999, Pharmacoepidemiology and drug safety.

[54]  P. Jesilow Prescription for profit , 1993 .

[55]  G. Schiff Contested Ground: Public Purpose and Private Interest in the Regulation of Prescription Drugs , 1998 .

[56]  C. Bradley,et al.  Primary care—opportunities and threats: developing prescribing in primary care , 1997, BMJ.

[57]  I. Purves,et al.  Prodigy Interim Report , 1996 .

[58]  Clement J. McDonald,et al.  Viewpoint: The Barriers to Electronic Medical Record Systems and How to Overcome Them , 1997, J. Am. Medical Informatics Assoc..

[59]  M. V. van Leeuwen,et al.  Long-term second-line treatment: a prospective drug survival study. , 1992, British journal of rheumatology.

[60]  David Classen,et al.  Implementing Antibiotic Practice Guidelines through Computer-Assisted Decision Support: Clinical and Financial Outcomes , 1996, Annals of Internal Medicine.

[61]  B. Siwicki Enterprise networks. Strategies for integrated delivery systems. , 1997, Health data management.

[62]  G. Faich US Adverse Drug Reaction Surveillance 1989–1994 , 1996, Pharmacoepidemiology and drug safety.

[63]  T. Rucker Drug use. Data, sources, and limitations. , 1974, JAMA.

[64]  E. Tufte,et al.  Graphical summary of patient status , 1994, The Lancet.

[65]  R. Woosley,et al.  Pharmacies and prevention of potentially fatal drug interactions. , 1996, JAMA.

[66]  R. Platt,et al.  Discontinuations of antihyperlipidemic drug therapy: assessment by means of automated databases , 1996, Pharmacoepidemiology and drug safety.

[67]  C. Thompson Opinions on useful patient drug information aired at FDA workshop. Opposition to MedGuide proposal runs strong. , 1996, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

[68]  S. Nightingale Written patient information on prescription drugs. The evolution of government and voluntary programs in the United States. , 1995, International journal of technology assessment in health care.

[69]  Reed M. Gardner,et al.  Position Paper: Recommendations for Responsible Monitoring and Regulation of Clinical Software Systems , 1997, J. Am. Medical Informatics Assoc..

[70]  J. Wyatt,et al.  Computer based prescribing , 1995, BMJ.

[71]  S B Soumerai,et al.  Computer-based drug-utilization review--risk, benefit, or boondoggle? , 1995, The New England journal of medicine.

[72]  L. Morris,et al.  Counseling patients about prescribed medication: 12-year trends. , 1997, Medical care.

[73]  D W Bates,et al.  Appropriateness of antiepileptic drug level monitoring. , 1995, JAMA.

[74]  M R Cohen,et al.  Preventing medication errors in cancer chemotherapy. , 1996, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

[75]  C J McDonald,et al.  A Framework for Capturing Clinical Data Sets from Computerized Sources , 1997, Annals of Internal Medicine.

[76]  Making the case for electronic records. , 1997, Health data management.

[77]  G H Guyatt,et al.  Canadian physicians' attitudes about and preferences regarding clinical practice guidelines. , 1997, CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne.

[78]  B H Gray,et al.  Medical professionalism under managed care: the pros and cons of utilization review. , 1997, Health affairs.

[79]  J. Avorn,et al.  Evaluating drugs after their approval for clinical use. , 1993, The New England journal of medicine.

[80]  R. McCarthy Precipitating factors for pharmaceutical firms. , 1997, The state of health care in America.

[81]  D M Berwick,et al.  Continuous improvement as an ideal in health care. , 1989, The New England journal of medicine.