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Evaluation of immediate discharge documents--room for improvement?

BACKGROUND: The Immediate Discharge Document is a tool used to communicate patient discharge information between hospitals and general practitioners. The standard of information provided may be variable, and sometimes delayed in arriving at the GP practice. Typed communication from the hospital can also be slow. This can result in difficulty managing patients in the community following their discharge. Our aim was to assess the quantity of information provided on Immediate Discharge Documents, and to assess the time scale taken for GPs to receive written communications from hospitals regarding patient discharges. An audit was initiated using a tool devised from Scottish Intercollegiate Guidelines Network Publication no 5 and involving four general practices within City of Perth, Scotland. Data was collected over a 28-day period in June/July 2001, by examining Immediate Discharge Documents relevant to each practice population received during this period, and by noting the time of arrival of a final typed summary. Data was analysed by Tayside Audit Resource for Primary Care. A total of 244 Documents were audited. Most significant results include basic administrative detail lacking in up to 30%. Of total documents, 13% failed to record a main condition or diagnosis; 93% recorded drug information, but only in 28% were follow up plans clear; 60% were received within five days of discharge, whilst final typed summaries were received from the hospitals within four weeks only in 51%. CONCLUSION: These results show there to be room for improvement with regard communication of patient discharge information, in regard to both the content of information provided and the time it takes to arrive. We require to raise awareness of this problem amongst hospital colleagues involving clinical governance and audit staff, with the objective to improve the quality and timescale of information transfer. WHERE THIS PIECE FITS: It is known that effective information transfer between health professionals is vital to optimise patient care. This work gives further impetus to improve the current standard of communication, and confirms a significant time delay that it takes information to reach GPs from the hospital setting.

Continuity of Patient Care↗

Clinical standards to assist audit in medical rehabilitation.

The professional need for audit has been acknowledged and the discipline of rehabilitation medicine is now included in training programmes in general medicine and surgery. In rehabilitation medicine the data which would allow medical audit to take place have not always been recorded in routine clinical practice. However, the measurements required are not difficult, and have been validated by extensive research in academic units. This paper describes a series of simple, reliable measures and tests which can be used as baseline measures of progress in patients following rehabilitation programmes. It is essential that rehabilitation specialists are familiar with, and use, these basic tools, so that the usefulness of different treatments can be assessed, and their value accurately audited.

Activities of Daily Living↗

Construction and validation of a population-based bone densitometry database.

Utilization of dual-energy X-ray absorptiometry (DXA) for the initial diagnostic assessment of osteoporosis and in monitoring treatment has risen dramatically in recent years. Population-based studies of the impact of DXA and osteoporosis remain challenging because of incomplete and fragmented test data that exist in most regions. Our aim was to create and assess completeness of a database of all clinical DXA services and test results for the province of Manitoba, Canada and to present descriptive data resulting from testing. A regionally based bone density program for the province of Manitoba, Canada was established in 1997. Subsequent DXA services were prospectively captured in a program database. This database was retrospectively populated with earlier DXA results dating back to 1990 (the year that the first DXA scanner was installed) by integrating multiple data sources. A random chart audit was performed to assess completeness and accuracy of this dataset. For comparison, testing rates determined from the DXA database were compared with physician administrative claims data. There was a high level of completeness of this database (>99%) and accurate personal identifier information sufficient for linkage with other health care administrative data (>99%). This contrasted with physician billing data that were found to be markedly incomplete. Descriptive data provide a profile of individuals receiving DXA and their test results. In conclusion, the Manitoba bone density database has great potential as a resource for clinical and health policy research because it is population based with a high level of completeness and accuracy.

Absorptiometry, Photon↗

The relationship between evaluative research and audit.

Evaluative research and audit are distinct activities with different goals. However, they are interrelated in four ways: research provides a basis for defining good-quality care for audit purposes; audit can provide high-quality data for nonexperimental evaluative research; research into the effectiveness and cost-effectiveness of audit is needed to establish the value of different interventions; and, in common with other research areas, evaluative research needs to be audited to ensure high-quality work is performed. Recognition of the unique and interrelated roles of research and audit will be of benefit to both endeavours.

Evaluation Studies as Topic↗

Can outpatient non-attendance be predicted from the referral letter? An audit of default at neurology clinics.

Data obtained from new patient referral letters to regional and peripheral neurology clinics were studied prospectively over a 6-month period in an attempt to determine factors predicting non-attendance. Attendance at peripheral clinics was significantly better, confirming their value. At regional clinics, factors associated with non-attendance were male sex, patient age less than 50 years, urban home address, referral from Accident and Emergency Departments, symptom duration less than 12 months, and wait for appointment more than 2 months. Of these, referral source and waiting time were identified as factors which could be modified, confirming that this analysis of referral letters was a useful exercise.

Adolescent↗

A statewide assessment of tuberculin skin testing of preschool children enrolled in medicaid managed care.

OBJECTIVES: This study examined tuberculosis screening among preschool children enrolled in a statewide Medicaid managed care program. METHODS: A random sample of 2,000 was selected from 19 to 35 month old children who were continuously enrolled in Rhode Island's Medicaid managed care program for 1 year. Sociodemographic data were obtained from computerized administrative databases. Medical record audits were performed to obtain the dates and results of tuberculosis tests. RESULTS: Data from the medical record audits were available for 1,988 of the study children. For 1,215 of the study children (1,215/1,988 = 61%) a tuberculin skin test had been performed, but a reading was only documented for 736 children (60% of children who received a tuberculin skin test) and only one child tested positive (0.1%). CONCLUSIONS: A majority of preschool children in this population in which the prevalence of risk factors for tuberculosis is likely to be relatively high did have a tuberculosis test performed. However, in many cases the tuberculin skin test was either not read or the results not documented. The low rate of positivity is consistent with current AAP guidelines for selective tuberculin skin testing.

Child Health Services↗

Quality assurance of data collection in an aminoglycoside dosing service.

An aminoglycoside dosing service (ADS) has been in existence at the Hospital since 1984. As part of an overall Quality Assurance (QA) plan for the service, an audit was conducted to ensure that all necessary data were available to allow for proper interpretation of the serum aminoglycoside levels. The initial audit revealed complete documentation of required data in 75% of PRE-dose levels and 63% of POST-dose levels drawn. Several problems were identified: staff were not aware of procedures on how to complete the serum antibiotic level requisition forms; inaccurate assumptions of infusion times were made by pharmacists; and discrepancies were found to exist in the Hospital's Laboratory Manual and Pharmacy Intravenous Medication Manual. Corrective action was initiated through: education on proper documentation on the serum antibiotic level requisition forms through the hospital-wide distributed Pharmacy Bulletin; revision of the Hospital's Laboratory Manual and Pharmacy Intravenous Medication Manual; communication with head nurses to emphasize the need for documentation of infusion times; and active follow-up with nurses on missing information by the clinical pharmacist. A re-audit was initiated following implementation of the corrective actions. Complete documentation of required data increased to 93% with PRE-dose levels and 84% with POST-dose levels. This improvement was statistically significant (p less than 0.001).

Aminoglycosides↗

Social work undertakes its own audit.

This paper presents the findings of a Social Health Care Evaluation designed with a system of data collection that can serve as part of an ongoing audit mechanism. It can provide data necessary for the generation of profiles on patients served, on practitioners, and on the department's utilization patterns as a whole. In addition, it offers a method by which norms, criteria, and standards may be promulgated from demonstrated social work interventions. The approach is based on a social work frame of reference and is not disease specific. It focuses on assessments of social problems and outcome that can be correlated with any medical or nursing audit.

Hospital Departments↗

French survey of anesthesia in 1996.

BACKGROUND: To identify the growth in the number of anesthetic procedures since 1980 and the changes in the practice of anesthesia, the present survey was designed to collect and analyze the anesthetic activity performed in France in 1996, from a representative sample collected in all French hospitals and clinics. METHODS: This study, initiated by the French Society of Anesthesia and Intensive Care, collected information that included the characteristics of patients (age, sex, American Society of Anesthesiologists status), the techniques of anesthesia, and the nature of the procedure for which anesthesia was required. All French private, public, and military hospitals were asked to participate in the survey. In each hospital in the country, all anesthetic procedures were documented and collected during 3 consecutive days, chosen at random during a 12-month period, to obtain a representative sample of the annual activity. All data were analyzed at the INSERM (National Institute of Health and MEDICAL RESEARCH: At the conclusion of the study, 5% of hospitals were randomly assigned to be audited to check for missing data and errors. The rate of anesthetic activity was calculated as the ratio between the annual number of anesthetic procedures and the number of the general population in the same age group. RESULTS: The participation rate of hospitals was 98%. The analysis of the 62,415 collected questionnaires allowed extrapolation of the anesthetic activity to 7,937,000 anesthetic procedures (95% confidence interval, +/- 387,000) performed in France in 1996. Thus, the annual rate of anesthetic procedures was 13.5 per 100 population, varying between 5.4 per 100 in girls aged 5-14 yr and 30.2 per 100 in men aged 75-84 yr. Surgery was involved in 71% of anesthesia cases. Regional anesthesia alone was performed in 20% of all surgical cases and was combined with general anesthesia in 3% of additional cases. Anesthesia for obstetric procedures represented 9% of all cases. Seventy-six percent of all anesthetic procedures started between 12:00 A.M. and 7:00 A.M. were related to obstetric activities. CONCLUSION: In comparison with a previous study, the present survey shows that the number of anesthetic procedures has increased by 120% since 1980, and the rate of anesthetic procedures increased from 6.6 to 13.5 per 100 population, the major changes being observed in patients aged > or = 75 yr and in those with an American Society of Anesthesiologists physical status of 3. In the same time period, the number of regional anesthetic procedures increased 14-fold. In obstetrics, the practice of epidural analgesia extended from 1.5% to 51% of all deliveries of the country.

Adolescent↗

Computerization of a colposcopy clinic.

The first phase of a paperless computer record has been developed at Hammersmith Hospital. The system was designed around the work practices of the clinic staff. In this phase the data are collected on forms which replace the normal case notes. This information is entered onto an IBM compatible computer by the secretary using a quick, user-friendly program written in a dBASE dialect and compiled with Quicksilver. The program produces letters to patients and their doctors and a printed record of the clinic findings for the case sheet to replace the handwritten form. When funding for hardware becomes available the data will be entered directly into the system by the medical staff in the clinic. Clinic appointment lists are maintained and patients "lost to follow-up' can be identified. Ad hoc enquiries can be made using dBASE III Plus or any similar program. This approach has integrated the computerized recording of data in a colposcopy clinic with the normal work of the staff involved so that no extra effort is required from medical or secretarial staff. The immediate accessibility of patient data and the ability to audit the work of the clinic have been particularly useful.

Ambulatory Care Information Systems↗

Computerised updating of clinical summaries: new opportunities for clinical practice and research?

A new type of clinical summary, produced by copying standard descriptions of diseases on to a computer screen and editing them to match a patient's findings and diagnoses, was updated and reprinted as the patient's condition changed in the ward or as an outpatient. When this method was used to produce typed medical discharge summaries over a three month period, 73 out of 91 (80%) were sent out within a week after discharge compared with five out of 56 (9%) conventionally typed summaries received in a single general practice. Even completely new computerised summaries are quicker for the secretary to produce than conventional summaries, and the computerised summaries are designed to be scanned rapidly for relevant information. They can also be used to collect data automatically for research, clinical audit, and resource management.

Data Collection↗

Radioactively labelled diethylene triamine penta acetate lung scan in Pneumocystis carinii pneumonia and asymptomatic HIV-positive patients.

The objective of this study is to establish normal ranges for the assessment of lung permeability, using 99mTc DTPA (diethylene triamine penta acetate) aerosol by measuring the half-time of transfer from the lung in asymptomatic HIV-positive patients. Also to audit the use of the test in the clinical management of outpatients with symptoms suggestive of Pneumocystis carinii pneumonia (PCP). A retrospective analysis of data from outpatients' notes for the audit of symptomatic patients, and prospective acquisition of 'normal' data for HIV-positive asymptomatic patients who were non-smokers and smokers was performed. Over a period of 8 years, DTPA scans were performed on 400 asymptomatic HIV-positive patients (121 non-smokers and 279 smokers) and 188 symptomatic HIV-positive patients with symptoms suggestive of PCP. A biphasic curve of transfer of 99mTc DTPA with a half-time of less than 4 min, was considered diagnostic of PCP. The mean half-times (+/-SEM) for asymptomatic non-smokers was 61.4 +/- 3 min and for smokers was 21.9 +/- 0.8 min. In the symptomatic patients, 106 were treated for PCP and in 97 (91.5%) of these, the transfer was biphasic. Of the remaining 82 patients with respiratory pathology other than PCP, 71 (86.6%) had normal scans. The results show that smokers may have abnormal baseline scans 16/ 279 (5.7%) and therefore a baseline scan before symptoms should be recorded or a higher false positive rate can be expected. The test is however highly sensitive for the detection of PCP and allows the attending physician to initiate PCP treatment without delay.

AIDS-Related Opportunistic Infections↗

The Medical Data Index (MDI) dependency module: a shared database to assist discharge planning and audit.

As part of the development of integrated, patient-based hospital information technology (IT) systems in the South-Western Region of England, a module has been developed which will hold core data pertaining to the functional status and current resources of elderly or disabled patients. Its purpose is to assist early identification of unmet needs and facilitate prompt transfer to community care. The module provides a shared database, which is completed or updated as necessary on admission and is then available to all appropriate users of the hospital system, avoiding duplication of data collection. In addition to details of home circumstances and support, it includes brief, standardized assessment scales for activities of daily living and mental state, which will identify the need for specialist referral. A summary is provided for easy communication with other care agencies.

Activities of Daily Living↗

The use of record linkage for auditing the uptake and outcome of prenatal serum screening and prenatal diagnostic tests for Down syndrome.

OBJECTIVES: To pilot the use of linked routine records for auditing Down syndrome prenatal serum screening and diagnostic tests. METHODS: The cohort studied were 110 272 patients of 4 London maternity units that offered the Bart's maternal serum tests any time between 1990 and 1999. Audit was based on linked data derived from obstetric records, referral data on maternal serum screening and/or prenatal diagnoses. Cytogenetic reports without matching obstetric data were retained in the cohort as they included fetal deaths or terminations. RESULTS: (1) Significant independent influences on uptake of serum screening (58% overall) were maternal age, ethnicity, year and referring hospital, and those on uptake of prenatal diagnosis (4% overall) were screening result (54% uptake after positive screen), maternal age, year and referring hospital; (2) detection, false-positive rates and odds of being affected after positive results were respectively 49%, 4% and 1 : 59 between 1990 and 1994, and 78%, 7% and 1 : 58 after 1994. Using maternal age alone (cut-off > or =37 at delivery), these would have been respectively 40%, 7% and 1 : 96 between 1990 and 1994, and 40%, 9% and 1 : 107 between 1995 and 1999. CONCLUSIONS: Ongoing audit of DS prenatal programmes could be derived from computerised maternity data sets if they included fetal deaths, and relevant laboratory and ultrasound findings.

Adult↗

Dataset Readiness Assessment With Large Language Model (DRAFT-LLM): A Multi-Axis Audit Guided by LLM.

This article details the Dataset Readiness Assessment for Training (DRAFT), a systematic method for determining whether a high-dimensional biological dataset is suitable for developing reliable, equitable (i.e., the extent to which model performance, error patterns, and potential benefits or harms are evaluated and found to be acceptably distributed across relevant demographic, biological, clinical, and contextual subgroups), and scientifically meaningful machine-learning models, and DRAFT Large Language Model (DRAFT-LLM), its optional human-in-the-loop extension for calibrating study-specific audits through structured, critically reviewed LLM guidance. Standard model validation often fails to detect when apparent performance is driven by spurious correlations, technical artifacts, or hidden stratification, leading to irreproducible and inequitable findings. DRAFT-LLM addresses this gap by shifting the focus from model tuning to structured dataset auditing, organized around Support Protocols 1 to 4 that capture the scientific intent, data structure, and governance constraints of a given study. These Support Protocols: (1) elicit and formalize investigator input into a study intake and dataset card; (2) compute standardized dataset statistics and structural summaries suitable for downstream analysis and LLM context; (3) configure the language model using form-based responses, safety guardrails, and governance rules; and (4) generate personalized instructions, prompts, and code templates for running DRAFT audits. Basic Protocols 1 to 3 are instantiated from this support layer for generalization, equity, and stability: they are reusable execution patterns whose concrete behavior is determined by the cards, statistics, and configurations defined in the Support Protocols. DRAFT-LLM and DRAFT are demonstrated in this article through an end-to-end case study on The Cancer Genome Atlas (TCGA). © 2026 Wiley Periodicals LLC. Support Protocol 1: Study intake and dataset card construction Support Protocol 2: Dataset structure and advanced summary statistics for LLM context Support Protocol 3: LLM configuration using structured form responses Support Protocol 4: Generation of personalized instructions for DRAFT audits Basic Protocol 1: Generalization audit Basic Protocol 2: Equity audit Basic Protocol 3: Stability audit.

Large Language Models↗

Audit of outpatients: entering the loop.

OBJECTIVE: To develop and test a method for routine data collection to observe current practice in outpatient pain clinics. DESIGN: Prospective questionnaire survey completed by consultants on each patient seen during October 1989 to May 1990. SETTING: Outpatient pain clinics of five teaching and five district general hospitals in Scotland and northern England. MAIN OUTCOME MEASURES: Number of new referrals and their source, and characteristics of pain at presentation. RESULTS: 4354 forms were completed by 21 consultants over 29 weeks, corresponding to 2241 patients, of whom 981 were new referrals. The proportion of consultations at which new referrals were seen varied among the 10 clinics from 15% to 34%. The difference could not be accounted for by type of hospital. Sources of new referrals varied widely between the clinics (for example, range 22% to 78% for general practitioner referrals), as did new referrals by the type of pain (range 10.8% to 55.2% for low back pain, 10.5% to 32.5% for pain associated with surgery). However, these differences in types of patients seen could not be accounted for by variations in referral patterns among clinics. Problems identified in performing an audit of outpatients included the difficulty of obtaining firm diagnoses, the need for a method to link successive patient contacts, and the complexity of the presenting problem in many patients. CONCLUSIONS: It is possible to collect data for audit routinely in outpatient clinics. Observation of current practice in the clinics suggested possible unmet need or inappropriate management, which may require changes in practice.

England↗

Auditing the vascular surgical audit.

The results are presented of vascular surgical audits in Oxford over the 10 years 1975-85. Changes observed include the decreasing use of endarterectomy (other than carotid), the introduction of transluminal angioplasty, and fewer lumbar sympathectomies. The number of major amputations has increased relative to arterial reconstructions. Our audit methods over the 10 years included the use of punch cards, two different computer programs, and a simple weekly audit of cases. The relative merits of these methods are compared. Numbers of procedures performed in Oxford were compared with expected figures calculated from the Hospital In-patient Enquiry, the Lothian audit, and the Vascular Surgical Society survey. In general the calculated and actual numbers are similar. Difficulties in finding comparable operation categories and the totally inadequate classification of nationally collected data highlight the need for improved audit in vascular surgery.

Computers↗