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PubMedDate not supplied

Use of general-purpose negation detection to augment concept indexing of medical documents: a quantitative study using the UMLS.

OBJECTIVES: To test the hypothesis that most instances of negated concepts in dictated medical documents can be detected by a strategy that relies on tools developed for the parsing of formal (computer) languages-specifically, a lexical scanner ("lexer") that uses regular expressions to generate a finite state machine, and a parser that relies on a restricted subset of context-free grammars, known as LALR(1) grammars. METHODS: A diverse training set of 40 medical documents from a variety of specialties was manually inspected and used to develop a program (Negfinder) that contained rules to recognize a large set of negated patterns occurring in the text. Negfinder's lexer and parser were developed using tools normally used to generate programming language compilers. The input to Negfinder consisted of medical narrative that was preprocessed to recognize UMLS concepts: the text of a recognized concept had been replaced with a coded representation that included its UMLS concept ID. The program generated an index with one entry per instance of a concept in the document, where the presence or absence of negation of that concept was recorded. This information was used to mark up the text of each document by color-coding it to make it easier to inspect. The parser was then evaluated in two ways: 1) a test set of 60 documents (30 discharge summaries, 30 surgical notes) marked-up by Negfinder was inspected visually to quantify false-positive and false-negative results; and 2) a different test set of 10 documents was independently examined for negatives by a human observer and by Negfinder, and the results were compared. RESULTS: In the first evaluation using marked-up documents, 8,358 instances of UMLS concepts were detected in the 60 documents, of which 544 were negations detected by the program and verified by human observation (true-positive results, or TPs). Thirteen instances were wrongly flagged as negated (false-positive results, or FPs), and the program missed 27 instances of negation (false-negative results, or FNs), yielding a sensitivity of 95.3 percent and a specificity of 97.7 percent. In the second evaluation using independent negation detection, 1,869 concepts were detected in 10 documents, with 135 TPs, 12 FPs, and 6 FNs, yielding a sensitivity of 95.7 percent and a specificity of 91.8 percent. One of the words "no," "denies/denied," "not," or "without" was present in 92.5 percent of all negations. CONCLUSIONS: Negation of most concepts in medical narrative can be reliably detected by a simple strategy. The reliability of detection depends on several factors, the most important being the accuracy of concept matching.

Abstracting and Indexing↗
PubMed2005

Disease and intolerability documentation in electronic patient records.

BACKGROUND: Documentation of diseases and intolerabilities in electronic patient records (EPRs) in pharmacies is needed to produce an alert in case a contraindicated medicine is prescribed. Limited research is available concerning EPRs in pharmacies. OBJECTIVE: To study the prevalence and quality of documentation of diseases and intolerabilities in EPRs in a sample of Dutch community pharmacies. METHODS: Each participating pharmacy (N = 79) collected data on one day in May 2003 for each patient enrolled into the study (N = 687) concerning demographics, drug use, and documentation of diseases and intolerabilities. RESULTS: In 57.4% of the EPRs, at least one disease and, in 7.9%, at least one intolerability was documented. Higher age, number of drugs used, and chronic disease score were associated with any documentation of a disease/intolerability in the EPR. The highest sensitivity scores (completeness) were found for diabetes (84.7%), asthma/chronic obstructive pulmonary disease (strict definition: 75.9%), and hypothyroidism (75.0%). Rather low values were found for prostatic hyperplasia (55.6%) and heart failure (29.4%). The positive predictive value (reliability) was high for hypothyroidism (100%) and diabetes (87.1%). CONCLUSIONS: In a selection of Dutch pharmacies, at least one documented disease and/or intolerability was found in the EPR of almost 60% of the patients. Certain diseases were documented to a relatively high degree; others had poorer levels of documentation. For optimal surveillance of drug-disease interactions in pharmacies, the frequency and quality of disease and intolerability documentation need further improvement.

Community Pharmacy Services↗
PubMed2002

Essentials of documentation in interventional pain medicine.

Documentation in interventional pain medicine is an important, and, at times, most crucial facet of practice. For physicians, documentation has always meant providing information or evidence on multiple issues, including evaluation and management services, procedural services, billing and coding. With the increasing sophistication and complexity of interventional medical practices, the need to record specific clinical data has grown in importance. Documentation reflects competency, character and caring of the pain management specialists. The Office of the Inspector General reported overpayments of $23.3 billion in 1996, $20.3 billion in 1997, $12.6 billion in 1998, $13.5 billion in 1999, $11.9 billion in 2000, and $12.1 billion in 2001 in health fraud. Thus, the government has been increasing its efforts to prevent fraud and abuse by reducing the error rate for Medicare-fee-for-service and by improving documentation. Documentation errors have contributed to 70% to 80% of the errors. This review describes various elements of documentation, documentation standards and the government's perspective on documentation, as well as the process of documentation.

Journal Article↗
PubMed2004

Documentation of 7051 chronic wounds using a new computerized system within a network of wound care centers.

HYPOTHESIS: Wound care can be prospectively recorded on a large scale if a standardized wound documentation system is established. Based on such a documentation system, a network of specialized wound care centers can generate a large and valid database of wound characteristics, wound-healing dynamics, and wound care. DESIGN: A clinical prospective analysis. SETTING: Ten German specialized surgical wound care centers. PATIENTS AND METHODS: In a 2-year pilot phase, 4175 patients with 7051 chronic nonhealing wounds were documented using a new computerized system and treated following defined standards. RESULTS: A total of 1761 diabetic, 1349 venous, 1146 ischemic, 1079 pressure, and 759 postoperative nonhealing wounds and 957 ulcers with other causes were prospectively documented. Chronicity of ulceration was shown by the long wound duration of 433 days (range, 14-1867 days). Wound documentation was well integrated into daily practice, as shown by a mean +/- SD documentation time of 5.7 +/- 2.2 minutes per visit. A multivariate analysis of factors known to interfere with wound healing revealed significant effects of patient compliance, grading of wound depth, and patient age (P<.001 for all). CONCLUSIONS: The German Wound Net achieved, for the first time, centralized and prospective documentation of more than 7000 chronic wounds treated according to defined guidelines. This new concept of a network of specialized wound care centers working with standardized treatment plans and prospective documentation of chronic wounds may open a new dimension for wound-healing studies and may represent an optimal platform for multicenter trials.

Chronic Disease↗
PubMed2004

[Quality management and strategic consequences of assessing documentation and coding under the German Diagnostic Related Groups system].

INTRODUCTION: The introduction of the German Diagnostic Related Groups (D-DRG) system requires redesigning administrative patient management strategies. Wrong coding leads to inaccurate grouping and endangers the reimbursement of treatment costs. This situation emphasizes the roles of documentation and coding as factors of economical success. PURPOSE: The aims of this study were to assess the quantity and quality of initial documentation and coding (ICD-10 and OPS-301) and find operative strategies to improve efficiency and strategic means to ensure optimal documentation and coding quality. METHODS: In a prospective study, documentation and coding quality were evaluated in a standardized way by weekly assessment. RESULTS: Clinical data from 1385 inpatients were processed for initial correctness and quality of documentation and coding. Principal diagnoses were found to be accurate in 82.7% of cases, inexact in 7.1%, and wrong in 10.1%. Effects on financial returns occurred in 16%. Based on these findings, an optimized, interdisciplinary, and multiprofessional workflow on medical documentation, coding, and data control was developed. CONCLUSIONS: Workflow incorporating regular assessment of documentation and coding quality is required by the DRG system to ensure efficient accounting of hospital services. Interdisciplinary and multiprofessional cooperation is recognized to be an important factor in establishing an efficient workflow in medical documentation and coding.

Diagnosis-Related Groups↗
PubMed1999

[Computer-assisted performance documentation. Effects in orthopedics and trauma surgery on budgets and reimbursement].

Since 1995 German health maintenance laws require hospitals to document and code all referrals, admissions and discharges using the 4-digit ICD. Operative procedures are documented and coded using the ICPM. Beginning in January 1996, reimbursement for health services requires a diagnosis-related billing and payment for special procedures. The decision for billing is based on documented diagnosis and therapy. This extended request for documentation makes an online access to diagnosis and therapy with a computer-assisted coding system advisable. In 1996 in our hospital each diagnosis and operation was manually documented and coded on a form. Since the beginning of 1997, documentation and coding has been exclusively computer-assisted. On the basis of documented diagnosis and therapy the computer provides the route of reimbursement. Retrospectively we evaluated the number of charged diagnosis-related billings and payments for special procedures from January to April of 1996 and 1997. It became evident that with computer-assisted documentation and coding the number of detected and charged diagnosis-related billings and payments for special procedures was significantly increased in comparison with the previous year.

Budgets↗
PubMed1999

[Standardized computer-based documentation system for diagnoses and medical performance in orthopedics and traumatology. Development and initial application].

INTRODUCTION: Increasing demands on quality assurance und medical performance documentation require an immediate and evaluable documentation in the outpatients' department. Presentation of a new computer-based diagnostic system for reporting and medical performance documentation. METHODS: Development and initial application of the system in three big orthopedical or traumatological hospitals. Judgements about the feasibility of immediate documentation in outpatients' departments. RESULTS: Presentation of an outpatients' departments diagnostic system with textblock-oriented anamnesis or anatomy-related diagnosis through pre-structured examination checklists. Coding of ICD-9/-10 as well as AO-classification and AIS (abbreviated injury scale). Implementation of scorings. Medical performance documentation through forms including pre-defined billing codes. Presentation of the documentation flow and its transfer into other contexts. DISCUSSION: Pure text-based clinical results do not allow sufficient evaluation for quality assurance and medical performance documentation. However, a computer-based and immediate documentation in outpatients' departments should not mean a significantly increased workload for physicians.

Documentation↗
PubMed2003

[Documentation in the cardiac catheterization laboratory using electronic databases--experiences in 176 German cath labs].

Due to the introduction of a variety of new features to the German health system, such as a new reimbursement system for inpatient work based on diagnosis-related groups, an obligation to detailed documentation for total quality management, as well as due to the continuing increase in the amount of imaging and other data within invasive cardiology, the use of electronic databases for documentation in the cardiac cath lab is of significant importance. The user friendliness and robustness of the software system for daily clinical practice is crucial for the acceptance of electronic documentation systems by physicians, nurses and technicians. This survey was aimed to explore the current practice and experiences of German cardiac catheterization labs with electronic databases particularly designed for documentation in invasive cardiology, including report generation of cath studies, risk and complication management and logistics for medical material ordering for the cath lab. Of the 176 hospitals and practices having agreed in taking part in this surveillance 165, are currently using an electronic database for administration of medical data and study reports. In 64% of the cath labs, a sub-specialized software system for detailed documentation of the course and the results of an invasive procedure, the human and material resources used, generation of the cath report, and documentation of procedural and post-procedural complications for total quality management is used. The acceptance and satisfaction with the software solutions currently available reveals to be rather inhomogeneous. While user-friendliness and flexibility of a number of software products were positively mentioned, main issues, such as missing hardware of software interfaces with the hospital information system for patient administration, missing stability of several systems, image management too complex and report configuration too inconvenient for daily clinical practice, were criticized. In general, in the light of continuing increase of the amount of clinical and imaging data as well as due to the legal obligation of detailed procedural documentation in all areas of invasive cardiology, a documentation system based on electronic databases bears the potential of an enormous economization of the daily workload of a cardiac cath lab. Prerequisites for the acceptance of such a system in clinical practice is not only the stability and reliability of the system but also the ability to link such a sub-system to existing databases via suitable interfaces and the flexibility of the system for modification of its features to meet the individual requirements of each user.

Adult↗
PubMed2001

Documentation of discussions about prognosis with terminally ill patients.

PURPOSE: Previous studies have suggested the importance of communicating with patients about prognosis at the end of life, yet the prevalence, content, and consequences of such communication have not been fully investigated. The purposes of this study were to estimate the proportion of terminally ill inpatients with documented discussions about prognosis, describe the nature and correlates of such discussions, and assess the association between documented discussions about prognosis and subsequent advance care planning. SUBJECTS AND METHODS: Inpatients (n = 232) at least 65 years old who had brain, pancreas, liver, gall bladder, or inoperable lung cancer were randomly selected from six randomly chosen community hospitals in Connecticut. The presence and content of discussions about prognosis, advanced care planning efforts, and sociodemographic and clinical factors were ascertained by comprehensive review of medical records using a standardized abstraction form. RESULTS: Discussions about prognosis were documented in the medical records of 89 (38%) patients. Physicians and patients were both present during the discussion in 46 (52%) of these cases. Time until expected death was infrequently documented. Having a documented discussion about prognosis was associated with documented discussions of life-sustaining treatments (adjusted odds ratio [OR] = 5.8; 95% confidence interval [CI]: 2.8 to 12.0) and having a do-not-resuscitate order (adjusted OR = 2.2; 95% CI: 1.1 to 4.2). CONCLUSIONS: Among terminally ill patients with cancer, discussions about prognosis as documented in medical charts are infrequent and limited in scope. In some cases, such documented discussions may be important catalysts for subsequent discussions of patient and family preferences regarding treatment and future care.

Advance Directives↗
PubMed2000

A pain monitoring program for nurses: effects on communication, assessment and documentation of patients' pain.

Nurses need to be informed about the patient's pain to be able to take appropriate measures to alleviate pain. However, communication, assessment, and documentation of pain by nurses is often a problemfor hospitalized patients. In this study we aimed to overcome the main barriers by developing, implementing, and evaluating a Pain Monitoring Program (PMP) for nurses. The PMP consists of two components: educating nurses about pain, pain assessment and pain management; and implementing daily pain assessment by means of a numeric rating scale. We describe the effects of the PMP on communication about pain between nurses and patients and between physicians and patients, agreement between patients 'pain intensity and nurses estimations of patients'pain intensity, and documentation about pain in the nursing records. Factors that might influence communication, assessment, and documentation are also discussed. The effects of the PMP were measured in a quasi-experimental design with a nonequivalent control group. In total, 703 patients participated: 358 patients in the control group and 345 in the intervention group. Results of the control group showed that communication about pain between nurses and patients, agreement between patients' and nurses pain ratings, and documentation about pain in nursing records, remain inadequate. Patients'pain intensity and age were related to communication, assessment, and documentation. Communication and documentation is better in patients with moderate to severe pain than in patients with mild pain, and assessment is better in patients with mild pain. Older patients communicate less with nurses and physicians about pain, and nurses document less about pain in nursing recordsfor older patients compared with younger patients. The PMPproved to be effective in improving nurses'assessment of patients 'pain and documentation about pain in nursing records. Patients' pain intensity and care setting were related to the efficacy of the PMP Communication about pain between patients and nurses, and between patients and physicians did not improve as a result of the PAIP Based on this study it can be concluded that in using a simple method such as the numeric rating scale, together with an education program, attention is focused in a systematic way on patients'pain complaints and creates a common language between patients and nurses. Because the PMP proved effective in a heterogenous population in multiple care settings, it is recommended to implement the PMP in nursing practice.

Aged↗
PubMed1999

Review of nursing documentation in nursing home wards - changes after intervention for individualized care.

Using standardized assessment instruments may help staff identify needs, problems and resources which could be a basis for nursing care, and facilitate and improve the quality of documentation. The Resident Assessment Instrument/Minimum Data Set (RAI/MDS) especially developed for the care of elderly people, was used as a basis for individualized and documented nursing care. This study was carried out to compare nursing documentation in three nursing home wards in Sweden, before and after a one-year period of supervised intervention. The review of documentation focused on structure and content in both nursing care plans and daily notes. The greatest change seen after intervention was the writing of care plans for the individual patients. Daily notes increased both in total and within parts of the nursing process used, but reflected mostly temporary situations. Even though the documentation of nursing care increased the most, it was the theme medical treatment which was the most extensive overall. A difference was seen between computer-triggered Resident Assessment Protocol (RAP) items, obtained from the RAI/MDS assessments, and items in the nursing care plans; the former could be regarded as a means of quality assurance and of making staff aware of the need for further discussions. The RAI/MDS instrument seems to be a useful tool for the dynamic process in nursing care delivered and as a basis for documentation. The documentation should communicate a patient's situation and progress, and if staff are to be able to use it in their everyday nursing care activity, it must be well-structured and freely available. The importance of continuing education and supervision in nursing documentation for development of a reliable source of information was confirmed by the present study.

Aged↗
PubMed2003

Prerequisites and consequences of nursing documentation in patient records as perceived by a group of Registered Nurses.

The issue of nursing documentation and care planning has been discussed in numerous articles, revealing barriers and few facilitators in nursing practice. Few of these articles are scientifically researched and they are often based on small samples. This study aimed to illuminate the factors that Registered Nurses (RNs) in acute care perceived as prerequisites and consequences relevant to their documentation of nursing care when using the VIPS model (VIPS is an acronym formed from the Swedish words for Well-being, Integrity, Prevention and Security). In total 377 RNs divided into two groups (Groups A and B) completed a questionnaire concerning opinions about nursing documentation. Both groups had received a 3-day course on nursing documentation based on the VIPS model. Group A had also participated in a 2-year comprehensive intervention programme. The findings showed that most participants, regardless of group, perceived nursing documentation to be beneficial to them in their daily practice and to increase patient safety, and that use of the VIPS model facilitated documentation of nursing care. The inhibitors, facilitators and consequences of nursing documentation identified here should help both RNs in practice and their leaders to be more attentive to the prerequisites needed to achieve satisfactory nursing documentation in patient records.

Adult↗
PubMed2004

Documentation of antibiotic prescribing controls in UK NHS hospitals.

OBJECTIVES: To identify the types, prevalence and nature of antibiotic prescribing control documents within NHS hospitals in the UK. METHODS: A self-completion postal questionnaire was sent to each Chief Pharmacist at 465 NHS hospitals in 2001/2002. This contained questions covering hospital demographics, and hospital antibiotic prescribing control documentation, including format, dissemination, approval and review processes. RESULTS: In total, 253 (54%) completed questionnaires were returned. Of these, 168 respondents' hospitals had an antibiotic formulary, 107 had a policy for antibiotic prescribing and 216 had guidelines on antibiotic use. All three types of antibiotic prescribing documents were used by 82 hospitals but 18 did not have any documents; 44% of formularies, 45% of policies and 35% of guidelines were available electronically. The Drug and Therapeutics Committee was the most frequently cited body for document approval and approximately one-third of documents had been approved during the current year of the questionnaire. Only about one-half of responding hospitals had an annual review of documents. CONCLUSIONS: Despite publication of high-profile national guidance in response to growing concerns regarding antimicrobial resistance, there has been little increase in the use of antibiotic prescribing control documents in NHS hospitals over the past decade. It is clear that appropriate controls for antibiotic prescribing are not yet universally applied in the UK and recommendations for action have been proposed.

Anti-Bacterial Agents↗
PubMed1988

Measuring medical residents' chart-documentation practices.

To determine the adequacy of medical history documentation, investigators videotaped 26 clinical interviews performed by medical residents in ambulatory practice, and the contents of each videotape were compared with the corresponding entries in the medical record. The residents recorded a little over half of all medical history information observed on the videotapes. Medical issues were more often documented than psychosocial or health behaviors. The residents in their second postgraduate year had the best documentation practices regardless of their residency track (primary-care or traditional track). Also, no difference was noted between the performances of primary-care internal medicine residents and traditional internal medicine residents. For one-quarter of the patients, less than 40 percent of the information that was present on the videotapes was documented in their charts. The residents documented more-severe illnesses better than less-severe ones and documented the medical histories of older patients better than the histories of younger ones. The residents' records of health behavior and psychosocial concerns were less complete for women patients. To improve chart documentation, members of both the attending and the house staffs should review videotapes and corresponding medical records of clinical encounters to help them investigate factors causing inadequate chart-documentation.

Adult↗
PubMed2005

Ontology-based structured cosine similarity in document summarization: with applications to mobile audio-based knowledge management.

Development of algorithms for automated text categorization in massive text document sets is an important research area of data mining and knowledge discovery. Most of the text-clustering methods were grounded in the term-based measurement of distance or similarity, ignoring the structure of the documents. In this paper, we present a novel method named structured cosine similarity (SCS) that furnishes document clustering with a new way of modeling on document summarization, considering the structure of the documents so as to improve the performance of document clustering in terms of quality, stability, and efficiency. This study was motivated by the problem of clustering speech documents (of no rich document features) attained from the wireless experience oral sharing conducted by mobile workforce of enterprises, fulfilling audio-based knowledge management. In other words, this problem aims to facilitate knowledge acquisition and sharing by speech. The evaluations also show fairly promising results on our method of structured cosine similarity.

Algorithms↗
PubMed2006

Incidental vertebral fractures on chest radiographs. Recognition, documentation, and treatment.

BACKGROUND: Recognition of incidental vertebral fractures may be an important opportunity for identifying and treating osteoporosis. OBJECTIVE: To assess osteoporosis documentation rates in patients with vertebral fractures, and to define patient and hospitalization characteristics associated with osteoporosis management. DESIGN: Hospital and outpatient records were abstracted for patients with vertebral fractures on inpatient radiograph reports. The primary outcome of interest was discharge summary fracture documentation. Covariates associated with fracture documentation and treatment were examined with multivariate regression models. Secondary outcomes included osteoporosis documentation and management 6 months following discharge. PATIENTS: Women > or =50 years hospitalized at an academic medical center. RESULTS: Among 10,291 women with chest radiographs, 142 (1.4%) had vertebral fractures reported. Among patients with a reported fracture, 58 (41%) had their fracture noted in the findings section but not in the final impression. Only 23 (16%) discharge summaries documented a vertebral fracture. Factors associated with documentation of the fracture in the discharge summary included notation of the fracture in the impression section (odds ratio [OR] 3.7, 95% confidence interval [CI] 1.0 to 13.1), tobacco use (OR 3.7; 95% CI 1.1 to 12.2), discharge from a medical service (OR 7.6; 95% CI 0.9 to 66.2) and glucocorticoid use (OR 3.7; 95% CI 0.8 to 17.0). Only 36% of patients were using any osteoporosis medications at discharge. Fracture notation in the impression section was associated with fracture documentation in subsequent outpatient notes (OR 3.6, 95% CI 0.9 to 13.8). Discharge summary fracture documentation was associated with an increased likelihood of starting an osteoporosis medication by 6 months (OR 2.8; 95% CI 0.8 to 9.2). CONCLUSIONS: Incidental vertebral fractures from inpatient chest radiographs may represent a missed opportunity for osteoporosis management.

Aged↗
PubMed2002

Marketing to America's youth: evidence from corporate documents.

OBJECTIVE: To evaluate the claim that the tobacco industry does not market its products to youth. DESIGN: The data for this study come from tobacco industry documents collected from the tobacco industry's document websites, presently linked at http://www.tobaccoarchives.com. The websites were searched using "request for production" (RFP) codes, specified keyword searches, and serendipitous terms identified in document citations found with RFP and keyword searches. RESULTS: Industry documents show that the cigarette manufacturers carefully monitored the smoking habits of teenagers over the past several decades. Candid quotes from industry executives refer to youth as a source of sales and as fundamental to the survival of the tobacco industry. The documents reveal that the features of cigarette brands (that is, use of filters, low tar, bland taste, etc), packaging (that is, size, colour and design), and advertising (that is, media placements and themes and imagery) were developed specifically to appeal to new smokers (that is, teenagers). Evidence also indicates that relevant youth oriented marketing documents may have been destroyed and that the language used in some of the more recent documents may have been sanitised to cover up efforts to market to youth. CONCLUSIONS: The tobacco industry's internal documents reveal an undeniable interest in marketing cigarettes to underage smokers. The industry's marketing approaches run counter to and predicate methods for tobacco prevention: (1) keep the price of the product high; (2) keep product placements and advertising away from schools and other areas with a high volume of youth traffic; (3) make cigarette advertising (that is, themes and visual images) unappealing to youth; (4) make product packaging unappealing to youth; and (5) design the product so it is not easy to inhale.

Adolescent↗
PubMed2000

Patient recall versus physician documentation in report of smoking cessation counselling performed in the inpatient setting.

OBJECTIVES: To determine rates of patient reported and physician documented counselling; to identify predictors of each report; and to identify the impact of each report on smoking cessation attempts after discharge from the hospital. DESIGN: Stickers on subjects' charts prompted physicians to give brief smoking cessation counselling to patients in the hospital. Patients reported counselling received and quit attempts in a phone interview conducted 7-18 days after discharge. Rates of counselling and correlations were calculated, and multivariate analysis identified predictors of patient report, physician documentation, and quit attempts. SETTING: Four hospitals in the Minneapolis/St Paul metropolitan area. SUBJECTS: 682 hospital patients who had smoked more than 100 cigarettes in their lifetime and had smoked in the last three months. RESULTS: 71.0% of patients reported counselling, and physicians documented counselling in the charts of 46.2% of patients (correlation = 0.15, kappa = 0.13). Patient report was predicted by specific hospital, belief that their hospitalisation was smoking related, diagnosis of a smoking related disease, and physician documentation of counselling. Physician documentation was predicted by female patient, specific hospital, longer hospital stay, and marginally predicted by smoking related disease. Quit attempts were predicted by patient report of counselling, but not physician documentation. CONCLUSIONS: Physicians document counselling in the hospital at a lower rate than patients report it, and the correlation between reports is very low, making an accurate assessment of true rates of counselling difficult. While it is important to increase physician documentation, it is even more important to increase patient recall, as this is the only report that predicts a quit attempt.

Adolescent↗