PubMed Health⌕ Search

SEARCH · PubMed Health

Results for “Clinical Coding”

Explore indexed PubMed citations for clinical trials, systematic reviews and public health research. Read source abstracts and follow each citation to its original PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 181 records · Page 10Linked to original sources
PubMed1998

Patterns of emergency department visits for disorders of the eye and ocular adnexa.

OBJECTIVE: To characterize the magnitude and patterns of visits to the emergency department (ED) for problems related to the eye and ocular adnexa. METHODS: The National Hospital Ambulatory Medical Care Survey was used to obtain information on ED visits in the United States for conditions of the eye and ocular adnexa in 1993. Patients were identified by International Classification of Diseases, Ninth Revision, Clinical Modification, codes. National projections were based on a staged probability design. RESULTS: There were 2.32 million projected ED visits for problems of the eye and ocular adnexa in 1993. Forty-nine percent of visits were for injuries, two thirds of which occurred in males. Thirty-five percent of injuries occurred in the home and 18% occurred in the workplace. Only 3% of patients required hospitalization. Most patients had private insurance, but substantial variations in coverage existed for patients who used the ED for injury- vs non-injury-related care. CONCLUSIONS: Emergency departments in the United States provide a large amount of eye care, much of which is for conditions other than trauma. Differences in insurance coverage for injury- and non-injury-related eye care indicate that factors other than medical urgency are involved in the decision to use ED services. Further studies are needed to determine the cost-effectiveness and quality of ocular-related ED visits.

Adolescent↗
PubMed1999

Racial difference in the incidence of retinal detachment in Singapore.

OBJECTIVE: To determine the incidence of retinal detachment (RD) operations in a multiracial Southeast Asian population. DESIGN: Population-based incidence study using a universal medical savings database in Singapore. METHODS: Information on all RD operations performed for rhegmatogenous RD (International Classification of Diseases, Ninth Revision, Clinical Modification code 361.0) between 1993 and 1996 was retrieved and analyzed from a population-wide, government-administered medical savings database. Exudative, tractional, and unoperated-on rhegmatogenous RD are excluded. The 1990 Singapore population census was used to allow an estimation of age-, sex-, and race-specific annual incidence of RD. RESULTS: Between 1993 and 1996, 1126 RD operations were performed on Singapore residents. The average annual incidence of RD operations was 10.5 per 100,000 population (95% confidence interval [CI], 10.2-10.9). The annual incidence was highest for Chinese (age-adjusted incidence, 11.6 per 100,000), followed by Malays (7.0 per 100,000), and lowest for Indians (3.9 per 100,000). The age-adjusted relative risk of RD operation for Chinese compared with Indians was 3.0 (95% CI, 2.9-3.1). Males were twice as likely as females to require RD surgery (age-adjusted relative risk, 2.0; 95% CI, 1.7-2.4). Chinese men 40 years and older had a 30.9 times higher risk (95% CI, 9.9-96.1) than Indian females younger than 40 years. CONCLUSION: The incidence of RD is strongly associated with male sex and ethnic origin.

Adolescent↗
PubMed1989

Pediatric patients, race, and DRG prospective hospital payment.

The diagnosis related group (DRG) prospective hospital payment system contains inequities in hospital payment for certain groups of patients. Patients of lower socioeconomic status may be underreimbursed by DRGs. We analyzed pediatric patients and hospital resource consumption by race (white, Hispanic, and black) using a DRG prospective payment "all payer" system. All hospitalized pediatric admissions over a 3-year period (N = 14,489) were analyzed by race at a large academic medical center. Mean hospital length of stay and cost per patient (adjusted for DRG weight index) was significantly greater for black and Hispanic pediatric patients compared with whites. Financial risk as measured by outliers and losses under DRGs was greater for blacks and Hispanics compared with whites. Black and Hispanic patients had a higher proportion of emergency admission to the hospital compared with whites, a greater severity of illness (as measured by total International Classification of Diseases, ninth revision, Clinical Modification codes), and (on average) higher diagnostic costs for each episode of illness. Our data suggest that black and Hispanic pediatric patients have a greater hospital resource consumption (adjusted for DRG group case mix) compared with whites, at least at our large medical center in the Northeast. Hospitals that treat greater numbers of black and Hispanic pediatric patients may be at a substantial disadvantage under per-case DRG payment.

Academic Medical Centers↗
PubMed1989

Weighted ventriculographic wall motion score for improved survival prediction in patients with coronary artery disease. Coronary Artery Surgery Study.

Global ventricular function parameters such as the ejection fraction and the sum of wall motion scores for segments of the left ventricle are excellent predictors of long-term survival in patients with coronary heart disease. These are usually determined from a monoplane right anterior oblique view. It was hypothesized that a biplane weighted wall motion score that included the left anterior oblique projection might better predict survival. A new score (BISCORE) was derived for 1,433 Mayo Clinic ventriculograms coded by the methods of the Coronary Artery Surgery Study (CASS). Weighting coefficients for each left ventricular segment were derived by the proportional hazards technique, and this resulted in the equation BISCORE = 120 - (8.6 x anterobasal + 3.4 x basal septum + 2.9 x apical + 2.7 x posterolateral + 2.4 diaphragmatic), which yielded a score from 0 (all segments aneurysmal) to 100 (all segments normal). This score stratified the original 1,433 patients into distinct groups by survival. As a single variable it was better than previous wall motion scores and ejection fraction at predicting survival. When prospectively applied to 5,172 Coronary Artery Surgery Study patients, this new score again proved to be a better predictor of survival than previous unweighted scores. Since the new score contains terms from the left anterior oblique ventriculographic projection, it is concluded that this projection adds information to that of the right anterior oblique projection regarding survival. Furthermore, this weighted score appears more highly associated with survival than unweighted scores.

Coronary Disease↗
PubMedDate not supplied

The ratio of AIDS to non-AIDS Medicaid medical costs from 1992 to 2000.

Our research objective was to calculate and forecast the monthly increase in medical and prescription costs for Medicaid patients with acquired immunodeficiency syndrome (AIDS) and compare these values with costs for non-AIDS patients. A retrospective analysis of AIDS patients and a control group of Georgia Medicaid beneficiaries was conducted between January 1, 1988, and December 31, 1991. AIDS patients were defined using the Keyes algorithm of combinations of International Classification of Diseases, 9th Revision, Clinical Modification codes. The AIDS patient group was matched demographically to a group of non-AIDS patients. Data were adjusted to account for eligibility status, and the ratio of AIDS costs to non-AIDS costs was modeled with an econometric time series procedure. A total of 1966 AIDS patients were identified from 900,000 Medicaid recipients in the study period; 58.0% were male and 59.8% were black. Age was bimodal at < or = 1 year and 33 years. The best fit for the medical cost ratios produced a significant regression coefficient of .37. The initial ratio of AIDS to non-AIDS forecast was 4.25 in January 1992. The January 2000 forecast of this ratio increased to 42.56. This increase equates to an additional $8510.19 per AIDS patient-month for January 2000 in 1991 dollars. The outpatient prescription ratio for AIDS versus non-AIDS patients was not predictable. However, the greatest observed discrepancies were attributed to the expense for antihemophilia products. Overall, the most important finding was the accelerating medical costs for treating AIDS patients compared with costs for treating non-AIDS patients. These results may, in part, reflect additional costs for treating intravenous drug users and pediatric AIDS patients.

Acquired Immunodeficiency Syndrome↗
PubMed2026

Psychiatric Diagnoses and Psychotropic Medications Among Military-Affiliated Adolescents and Young Adults With Polycystic Ovary Syndrome.

PURPOSE: To study rates of psychiatric diagnoses and psychotropic medication prescription among U.S. military-affiliated adolescents and young adults (AYA) with polycystic ovary syndrome (PCOS). METHODS: This retrospective matched cohort study included U.S. military-affiliated AYA (aged 15-21 years) enrolled in TRICARE Prime for at least 6 months during the surveillance period (January 2016 to October 2023). Military-affiliated AYA were grouped into three categories: individuals diagnosed with PCOS (N = 6,911), age-matched individuals with no diagnosed PCOS symptoms (N = 35,814), and individuals with diagnosed symptoms suggestive of PCOS (N = 2,136). The presence of a psychiatric diagnoses and prescriptions for psychotropic medications were obtained via the International Classification of Diseases, 10th Revision, Clinical Modification codes and National Drug codes, respectively. RESULTS: AYA with diagnosed PCOS had higher odds of having a psychiatric diagnosis and being prescribed a psychotropic medication compared to an age-matched comparison group (psychiatric diagnosis odds ratio [OR] = 2.48 [2.35-2.62], medication OR = 2.14 [2.03-2.25]) and individuals with symptoms suggestive of PCOS (psychiatric diagnosis OR = 1.11 [1.003-1.23], medication OR = 1.16 [1.05-1.28]). DISCUSSION: The odds of psychiatric comorbidities and psychotropic medication prescription were more than twice as high as among U.S. military-affiliated AYA with PCOS. More research is needed to determine whether health-care utilization and military-related factors impact mental health outcomes among AYA with PCOS. Additionally, tailored, multidisciplinary mental health services for AYA with PCOS are needed.

Humans↗
PubMed1994

Operative mortality rates for intact and ruptured abdominal aortic aneurysms in Michigan: an eleven-year statewide experience.

PURPOSE: The purposes of this study were (1) to determine the current population-based mortality rate for the surgical treatment of abdominal aortic aneurysms (AAA) in Michigan, (2) to document changes in mortality rates over 11 years, and (3) to identify risk factors for operative mortality. METHODS: A statewide database provided clinical information on all Michigan hospital admissions with a diagnosis of AAA from 1980 to 1990. The mortality rate analysis included all admissions with a primary diagnosis of AAA that underwent repair. Determination of diagnoses and comorbidities were based on International Classification of Diseases-ninth revision-Clinical Modification codes. RESULTS: Conventional surgical repairs were performed on 8185 intact and 1829 ruptured AAA. Hospital mortality rates accompanying operation for intact AAA decreased from 13.6% in 1980 to 5.6% in 1990 (p < 0.001). Mortality rates over the 11 years averaged 10.7% in women and 6.8% in men (p < 0.001). Mortality rates averaged 10.7% in 4170 admissions of patients 70 years old or older and 4.2% in 4015 admissions of patients 69 years old or younger. Preexistent kidney failure was associated with an average mortality rate of 41.2% compared with 6.2% without this comorbidity. Preexistent dysrhythmia increased mortality rates from 6.6% to 13.6%. Uncomplicated hypertension, cerebrovascular disease, chronic obstructive pulmonary disease, diabetes, arterial occlusive disease, and ischemic heart disease in recent years were not associated with increased mortality rates. Hospitals with an annual volume of 21 or more intact AAA repairs had a surgical mortality rate of 6.2%, compared with 8.9% in hospitals with lower surgical volume (p < 0.001). Mortality rates for surgical repair of ruptured AAA averaged 49.8% and did not improve significantly over the 11 years studied. CONCLUSION: Despite a dramatic drop in surgical mortality rates, repair of intact AAA remains a formidable undertaking. This population-based series documents a substantially higher mortality rate than most selected series. The unchanged mortality rate for ruptured AAA suggests that development of better algorithms to identify those AAA most apt to rupture and earlier intervention in those instances is likely to improve patient survival rates.

Age Distribution↗
PubMed1999

Outcome of temporal lobectomy: expectations and the prediction of perceived success.

PURPOSE: This study examined the independent contributions of medical and psychosocial factors to perceived surgical success. We aimed to develop a multidimensional model predictive of perceived surgical outcome. METHODS: Fifty anterior temporal lobectomy (ATL) patients were prospectively assessed, using a formally coded, semistructured clinical interview. This has been routinely administered pre- and post-operatively as part of a larger, nationwide study of Australian ATL patients. The interview covers a broad range of epileptological, psychiatric, neuropsychological and psychosocial issues. Variables from these domains were examined in relation to the patient's perception of surgical success at the 6-month post-operative review. RESULTS: Variables that correlated with success were analysed using principal components analysis and multiple regression. A predictive model of perceived surgical success emerged, which highlighted the multidimensionality of outcome. Independent effects were observed for both medical and psychosocial factors. These included the patients' pre-operative expectations of surgery, their post-operative seizure outcome, and affective state. The findings also highlighted the importance of discarding sick role behaviours associated with chronic epilepsy, after surgery. CONCLUSIONS: Traditional outcome measures (seizure frequency, post-operative affect) are significant in the patient's evaluation of surgical success. These traditional measures, however, do not account for the process of psychosocial adjustment surrounding seizure surgery. This process involves two major components: (1) positive anticipation of change prior to surgery, and (2) learning to discard roles associated with chronic epilepsy after surgery.

Adult↗
PubMed2000

Identifying persons with chronic conditions in a managed care setting. A comparison of methods.

PURPOSE: Together, the sophisticated computerized information systems and defined, stable populations within Health Maintenance Organizations (HMOs) can reduce imprecision associated with modeling disease incidence and prevalence. Such data are useful for resource allocation, intervention planning, epidemiological study and surveillance. Identifying all cases of illness within such a defined population is vital to these aims, yet detailed diagnostic information is lacking in many pre-paid plans. In this presentation, diagnostic and prescription data are compared for their ability to assess the treatment prevalence for 28 chronic medical conditions.METHODS: Group Health Cooperative is a mixed model HMO in Western WA state. Automated records for calendar year 1999 were examined for 182,174 commercially insured patients age 20-64. Prescription drug data and International Classification of Disease-9(th) Clinical Modification codes (ICD-9CM) were used to identify 28 chronic medical conditions among patients. Chi square tests were performed to compare results produced by the two methods.RESULTS: The diagnostic method worked best for conditions with no clear pharmacologic treatment. However, the pharmacy-based method better identified patients with chronic illnesses initially diagnosed prior to 1999, and with disorders for which standard diagnostic codes are inconsistently utilized, such as mental health conditions.CONCLUSIONS: While both diagnostic and pharmacy-based methods perform well in identifying a limited set of conditions, each performs poorly under certain circumstances. A hybrid method utilizing both diagnostic and pharmacy data may be more appropriate for an HMO setting. Additional research is needed to develop and refine such a method.

Journal Article↗
PubMed1995

Verbal exchange structure of brief psychodynamic-interpersonal and cognitive-behavioral psychotherapy.

A verbal exchange is a set of 2 people's co-occurring speech-act categories that accomplish some subtask within an interpersonal encounter. Factor analysis of verbal response mode (speech act) frequencies in 1,630 segments (each approximately 10 to 12 min) drawn from the brief psychodynamic-interpersonal or cognitive-behavioral treatment of 39 mainly depressed clients identified 6 exchanges in each treatment--4 that were the same in both treatments (Revealing, Storytelling, Explaining, and Inquiring) and 2 that distinguished each treatment (Exploring and Interpreting in psychodynamic-interpersonal treatment; Prescribing and Reframing in cognitive-behavioral treatment). The exchanges showed distinctive temporal patterns across segments of sessions and across sessions of each time-limited treatment. The verbal exchange is a midsize concept that links atomistic verbal codes with clinical or theoretical concepts.

Adult↗
PubMed2000

Use of comorbidity scores for control of confounding in studies using administrative databases.

BACKGROUND: Comorbidity scores are increasingly used to reduce potential confounding in epidemiological research. Our objective was to compare metrical and practical properties of published comorbidity scores for use in epidemiological research with administrative databases. METHODS: The literature was searched for studies of the validity of comorbidity scores as predictors of mortality and health service use, as measured by change in the area under the receiver operating characteristic (ROC) curve for dichotomous outcomes, and change in R(2) for continuous outcomes. RESULTS: Six scores were identified, including four versions of the Charlson Index (CI) which use either the three-digit International Classification of Diseases, Ninth Revision (ICD-9) or the full ICD-9-CM (clinical modification) code, and two versions of the Chronic Disease Score (CDS) which used outpatient pharmacy records. Depending on the population and exposure under study, predictive validities varied between c = 0.64 and c = 0.77 for in-hospital or 30-day mortality. This is only a slight improvement over age adjustment. In one study the simple measure 'number of diagnoses' outperformed the CI (c = 0.73 versus c = 0.65). Proprietary scores like Ambulatory Diagnosis Groups and Patient Management Categories do not necessarily perform better in predicting mortality. Comorbidity indices are susceptible to a variety of coding errors. CONCLUSIONS: Comorbidity scores, particularly the CDS or D'Hoore's CI based on three-digit ICD-9 codes, may be useful in exploratory data analysis. However, residual confounding by comorbidity is inevitable, given how these scores are derived. How much residual confounding usually remains is something that future studies of comorbidity scores should examine. In any given study, better control for confounding can be achieved by deriving study-specific weights, to aggregate comorbidities into groups with similar relative risks of the outcomes of interest.

Comorbidity↗
PubMed1999

Epidemiology of Crohn's disease and ulcerative colitis in a central Canadian province: a population-based study.

The aim of this study was to assess the accuracy and utility of administrative health data in identifying persons with inflammatory bowel disease on a population basis and to determine the incidence and prevalence of this disease in the Canadian province of Manitoba. The data from Manitoba Health (the province's single insurer) were used to identify residents with physician and/or hospital contacts for Crohn's disease or ulcerative colitis based on International Classification of Diseases, Ninth Revision, Clinical Modification, codes between 1984 and 1995. Of 5,182 eligible individuals, 4,514 were mailed questionnaires and 2,725 responded. Cases were defined as individuals with five or more separate medical contacts with one of these diagnoses or three or more such contacts if they were resident for less than 2 years. The accuracy of the study case definitions was high when compared with either self-report or chart review. The 1989-1994 age- and sex-adjusted annual incidence was 14.6/100,000 for Crohn's disease and 14.3/100,000 for ulcerative colitis. The prevalence of Crohn's disease in 1994 was 198.5/100,000, and that of ulcerative colitis was 169.7/100,000. In conclusion, the authors have successfully established and validated a population-based database of inflammatory bowel disease based on administrative data. The high incidence rates and dynamic epidemiology of inflammatory bowel disease in Manitoba indicate the presence of important environmental risk factors, which warrants further investigation.

Adolescent↗
PubMed1999

Placenta previa: preponderance of male sex at birth.

To determine the relation between placenta previa and male sex at birth, the authors conducted two types of analysis: 1) a historical cohort analysis of singleton live births in New Jersey hospitals during 1989-1992 (N = 447,963); and 2) a meta-analysis of previously published studies on the subject. For the cohort analysis, subject mother-infant dyads were identified from linked birth certificate and maternal and infant hospital claims data. The infant's sex for mothers with an International Classification of Diseases, Ninth Revision, Clinical Modification, code of 641.0-641.1 for placenta previa (n = 2,685) was compared with infant's sex for mothers without placenta previa (n = 445,270). For the meta-analysis, seven published articles were located and summary effects were calculated using both fixed-effect and random-effects models. In the present cohort study, the male:female ratio at birth was significantly higher in women with placenta previa (1.19) than in those without placenta previa (1.05) (p<0.001). The association of placenta previa with male sex persisted when the analysis was either stratified or adjusted for the effects of maternal age, maternal parity, maternal smoking during the index pregnancy, race/ethnicity, the infant's gestational age, and the infant's birth weight. The meta-analytic results from the fixed-effect and random-effects models showed a 14% excess of placenta previa when women were carrying a viable male fetus as compared with a viable female fetus during pregnancy. The results were the same regardless of whether the present cohort study was included in the meta-analysis. In conclusion, the evidence obtained from these analyses strongly argues for an association between placenta previa and male sex at birth. The mechanism for this association remains to be determined.

Cohort Studies↗
PubMed1999

A computerized method of identifying potentially preventable heart failure admissions.

Heart failure (HF) is both highly prevalent and costly to society. Successful self-care is essential to effective HF management. This study sought to develop a method to identify, via medical records (International Classification of Diseases, 9th Revision, Clinical Modification) coding, HF admissions attributable to ineffective self-care. Expert panels completed an iterative series of mailed surveys to generate and validate a list of coded diagnoses that represent HF sequelae modifiable through self-care. Sixteen diagnoses resulted. Chart review at one hospital revealed that these modifiable sequelae were frequently present but not coded. A computerized method of identifying self-care deficits would allow nurses to identify patients in need of patient education.

Abstracting and Indexing↗
PubMed1995

Triage in an established trauma system.

OBJECTIVE: The goal of this study was to determine patient and injury characteristics that predict undertriage and overtriage. DESIGN: This study was a retrospective analysis of admissions for acute injury. MATERIALS AND METHODS: All admissions for acute injuries in a 2 1/2-year period were included (N = 26,025). ICD-9 clinical modification codes were converted to Injury Severity Scores. MAIN RESULTS: Seventy-nine percent of severely injured patients were admitted to level I trauma centers. Severely injured patients admitted to other hospitals (undertriage) were more likely elderly (odds ratio = 5.44) and less likely had multisystem injuries (odds ratio = 0.55). One-fourth of patients with minor injuries were admitted to level I trauma centers (overtriage). Overtriaged patients were more likely intoxicated, obese, or had an injury to the head or face. CONCLUSIONS: In a developed trauma system, severely injured elderly trauma patients (especially females) are at risk for undertriage. The characteristics of patients at risk for overtriage reflect the difficulties of prospective out-of-hospital triage.

Adult↗
PubMed1997

Influence of a statewide trauma system on pediatric hospitalization and outcome.

BACKGROUND: During the years 1987-1991, a statewide trauma system was implemented in Oregon (Ore) but not in Washington (Wash). Incidence of hospitalization, frequency of death and risk-adjusted odds of death for injured children (< 19 years) in the two adjacent states were compared for two time periods (1985-1987 and 1991-1993). METHODS: State populations of injured children (International Classification of Diseases, 9th Revision-Clinical Modification, code 800-959) were identified through a Hospital Discharge Index. Hospitals in counties with a population density < 50 persons/square mile were designated rural. Incidence rates are events/10,000 pediatric population per year. RESULTS: The pediatric population increased in both states (Ore: 687,000-758,000; Wash: 1,159,000-1,336,000). Incidence of hospitalization for all injured children in entire states declined (Ore: 66.5-38.5; Wash: 54-33); also in rural hospitals (Ore: 67.5-32; Wash: 48 to 31). Seriously injured children (score on the Injury Severity Scale > 15) had a lower incidence in 1991-1993 of admission to rural hospitals (Ore: 2.98; Wash: 2.82) compared with incidence for entire states (Ore: 4.61; Wash: 4.62); in 1985-1987 the incidence was not different. Furthermore risk adjusted odds of death for seriously injured children was significantly lower in Oregon than in Washington in the later time period. CONCLUSION: Both states show a similar temporal trend toward a declining frequency of death for children hospitalized with injuries. Injury prevention strategies appear to have reduced the number of serious injuries in both states. However, seriously injured children demonstrated a reduced risk of death in Oregon, consistent with benefit from a statewide trauma system.

Adolescent↗
PubMed1992

Risk factors for disease in a homeless population.

Risk factors of smoking, drug and alcohol abuse, obesity, and sedentary lifestyle were related to health problems of clients at a walk-in clinic for the homeless. The sample of 1252 clients was predominately male (91.4%) and multiethnic, with a majority (65%) age 18 to 40 years. Data on diagnoses of health-related conditions were collected from clinic charts, coded into ICD categories, analyzed for relationships of risk factors to health problems, and compared with categories of diagnoses in a matched national sample of ambulatory care visits. Findings indicate that a larger proportion of homeless suffered from health problems in 24 of 27 diagnostic categories than the nonhomeless. Most prevalent were respiratory, dermal conditions, injuries, and digestive problems, in that order. Risk factors of alcohol abuse, smoking, sedentary lifestyle, drug abuse, and obesity were predictive of health problems in 18 of the categories analyzed. The findings suggest that immediate interventions such as education and rehabilitation to reduce risk factors, and provision of facilities for personal hygiene and cleaning of clothing could reduce some of the health-related conditions in this population while longer-term solutions of housing and employment are sought. The analysis model developed here appears to be a useful way of comparing relative effects of risk factors as a basis for establishing priorities for interventions.

Adolescent↗