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Analysis of nationwide pharmacy charges per DRG.

The national hospital data used by the Health Care Financing Administration (HCFA) to construct the DRG-payment weights for the Medicare prospective-pricing system are analyzed and evaluated. The database represented a 20% sample of all Medicare hospital bills in 1981. Each record contained 96 bytes of data in 28 field elements, including DRG assignment, Standard Metropolitan Statistical Area code, length of stay (LOS), pharmacy charges, and total hospital charges. There was considerable variation in the relative weight of pharmacy charges to total ancillary charges among DRGs; however, the degree of variation appeared to be similar for both rural and urban hospitals. Examination of the pharmacy charges for the top-10 Medicare DRGs revealed that the median pharmacy charge per DRG was consistently less than the average pharmacy charge per DRG. Average pharmacy charges per DRG were generally 50% greater for urban hospitals than rural hospitals. Average and median LOS per DRG also differed substantially, and the LOS for urban hospitals was approximately 20% longer than it was in rural hospitals for all DRGs. The standards derived from the pharmacy-charge and LOS data used by HCFA in developing the DRG-payment weights should be used cautiously. The heterogeneity of these data confirms the imprecision in constructing these weights and the need to use median rather than average statistics as standards in use-review programs.

Costs and Cost Analysis↗

The effect on attendance rates for sickness absence assessment of a revised employee information sheet.

BACKGROUND: An increasingly high standard of ethical practice is expected of all doctors and in particular those not providing treatment services. AIMS: This case-control study investigated the effect on non-attendance rates for first sickness absence appointments of a new employee information sheet sent to staff from the two largest departments, education and social services, of a large UK local authority. METHOD: An information sheet detailing the ethical standards applying to a local authority occupational health service was developed and sent to all employees referred by their managers as part of the sickness absence management procedures, along with details of their appointment. RESULTS: A reduction of approximately 1/3 in the rate of non-attendance was noted in the intervention group, which was statistically significant for social services referrals. CONCLUSION: This approach may improve the efficiency and effectiveness of occupational health services, as well as helping to achieve the informed consent of employees undergoing occupational health assessment.

Absenteeism↗

Elderly persons living alone: the effect of community context on living arrangements.

Current explanations of elderly household composition focus largely upon individual demographic, economic, and health characteristics and frequently ignore the effects of the community context within which elderly persons live. In this study, we incorporate the community context into an aggregate explanation of intermetropolitan variation in rates of living alone among elderly persons. We contend that three crucial community resources influence the rate of living alone: demographic and normative environment, economic affordability, and community social services. Data for Metropolitan Statistical Areas in the United States in 1980 provide initial support for this community-level explanation of elderly household composition.

Age Factors↗

[The performance of intensive care services].

To evaluate the performance of intensive care unit (ICU) the severity scores are measured on the first day; organ system dysfunctions are measured several times during the stay. The severity scores are developed from large data bases of thousands of patients. They include the patient age, previous health status, severity and sometimes the main diagnosis. Prediction models are published to evaluate the risk of death for each patient. By adding the risk of death of each patient and dividing by the number of patients, the expected mortality rate is calculated. By comparing the observed and expected mortality rates the Standard Mortality Ratio (SMR) may be measured. The data collection must be rigorous, the studied population must be similar to the population of the large data bases. Other elements of performance may be evaluated, such as the cost-efficiency or the quality of life or surviving patients.

APACHE↗

Utilization and costs for children who have special health care needs and are enrolled in a hospital-based comprehensive primary care clinic.

OBJECTIVE: When deciding how much hospital resources should be allocated to comprehensive primary care clinics for children with multisystem disorders, it is important to consider all of the non-primary care revenue streams associated with these children as well as the effects of a comprehensive primary care program on access and quality. The objectives of this study were, first, to determine costs as well as the payments associated with hospital ambulatory and inpatient services for children with multisystem disorders followed by a comprehensive primary care clinic; and, second, to determine the effect of enrollment in a hospital-based comprehensive primary care clinic on ambulatory and inpatient utilization patterns and expenditures for children with multisystem disorders. METHODS: The study population for the payment analysis consisted of 1012 children of all ages who were seen in the Special Primary Care Clinic (SPCC) in 2001. For these children, outcomes included direct costs, total (direct plus allocated overhead) costs, and payments per patient per 365 days after their first SPCC visit in 2001. A total of 175 of these patients were 4 years of age or older and had no SPCC visit before their first visit in 2001. We compared utilization and expenditures for the 175 children during the year before enrollment in SPCC with those in the year after enrollment. The Children's Hospital administrative database was used to document direct costs, total costs, and payments by type of service for 365 days after an index visit. Ambulatory services included medical and surgical ambulatory, inpatient, emergency department (ED), and ancillary services. We determined the proportion of children who had visits; the visit rates per 100 child-years; and the average total and direct costs per visit, per child with a visit, and per child-year. Inpatient services data included non-intensive care and intensive care hospitalization rates per 100 child-years; the proportion of children hospitalized; their average length of stay; and the average total and direct costs per hospitalization, per patient hospitalized, and per child-year of total patients in the cohort. RESULTS: For 1012 children who were seen in SPCC in 2001, the hospital overall loss per child-year was $956. The loss per child-year for outpatient services was $1554. This loss was partially offset by a gain from inpatient services of $598. For the 175 patients for whom data were available to compare costs before and after enrollment in the SPCC, there were no significant differences in hospitalization or in direct costs per patient for patients who were hospitalized. The average length of non-intensive care stay was lower after enrollment (4.8 vs 11.7). In the surgical specialty analysis, children were more likely to see a surgeon after enrollment (41% vs 21%) and had a higher rate of visits per 100 child-years (102.3 vs 51.4). Differences in medical subspecialty, ancillary, and ED services did not achieve statistical significance. CONCLUSION: This study suggests that children with multisystem disorders are medically fragile and require frequent hospitalizations and ED visits even with improved primary care. Enrollment in a comprehensive primary care program was associated with a decreased length of stay for non-intensive care hospitalizations and with increased use of surgical services.

Adolescent↗

The public release of hospital and physician mortality data in Pennsylvania. A case study.

OBJECTIVES: Using the public reports of the Pennsylvania Health Care Cost Containment Council on coronary artery bypass graft surgery for 1990 to 1992 as a case study, the authors assess the sensitivity of results to the choice of data and statistical methodology. METHODS: Using the Council's public-release data, surgical mortality and utilization were reanalyzed by standard linear models, empirical Bayes methods, Monte Carlo simulations, and hierarchical statistical models. RESULTS: Statistical power calculations demonstrate that the annual volume of bypass surgery for many hospitals and for most surgeons is too small for meaningful mortality comparisons. The number of hospitals and physicians designated as mortality "outliers" in the Council's reports results in part from a failure to adjust critical P values for multiple comparisons. Hierarchical statistical models implemented by mixed effects logistic regression, by contrast, can detect true differences in performance without producing false outliers. Mortality analyses are sensitive to the choice of comorbidities used for severity adjustment of a mortality model. Small-area analyses indicate large differences in the rates of bypass surgery across Pennsylvania, with lower population-based rates of surgery associated with higher population-based inpatient mortality. CONCLUSIONS: Analyses of mortality by operative procedure, rather than by patient diagnosis, should consider the potential for selection bias caused by the decision to elect surgery. The clinical and statistical issues of operative mortality are sufficiently complex to merit review by independent experts before public release of hospital and physician performance measures.

Cardiology Service, Hospital↗

National health data for policy and planning.

The role of the National Center for Health Statistics (NCHS) in providing data for health policy and planning at the national and local level is discussed. Four specific examples are considered. First, data from the Hospital Discharge Survey are used to identify surgical procedures with large increases between 1965 and 1976: 30 percent rise in the incidence of hysterectomy, 169 percent increase in cesarean section, 100 percent increase in lens extraction, and 35 percent increase in orthopedic surgery. The extent to which such increases represent unnecessary utilization and their impact on costs are discussed. Second, the combination of data from two sources (Health Interview Survey and Health and Nutrition Examination Survey) is illustrated by considering selected policy issues related to hypertension. Next, the problem of designating medically underserved areas is discussed in relation to the difficulties in implementing federal policies at the local level without local data. The potential for national data systems to provide guidance for these policies is also considered. The final example discusses the use of vital statistics to provide small area data for local health planning. In conclusion several areas are considered which need development in order to maximize the use of data for policy and planning: research on measurement of health status, with particular emphasis on how health policy can affect health status; research on appropriate levels of health resources and services; development of shared data systems to reduce cost and respondent burden; and training, especially at the undergraduate level and in interdisciplinary graduate programs.

Data Collection↗

Psychiatric consultation services in an oncology hospital.

Psychosocial oncology has become an area of considerable interest over the past ten to fifteen years. There has been little written about the development of psychiatric services or the profile of such services to this population. This paper describes the historical evolution of a psychiatric consultation service in a cancer hospital and provides a statistical analysis of the patient population and services provided. The special need for continuity of care and a comprehensive biopsychosocial approach is elaborated and clinical examples are reported. Finally, directions for the future development of this kind of service are suggested.

Adaptation, Psychological↗

Concepts and methods for assessing the quality of essential obstetric care.

Approaches to reducing maternal mortality and morbidity have attracted much attention in the last decade. It is recognized that availability and use of essential obstetric care (EOC) of sound quality by women in labor would reduce the burden of illness and death resulting from pregnancy. However, the literature on methods for defining, assessing and improving the quality of EOC at the point of service delivery in developing countries is quite weak. Drawing upon fundamental concepts of quality assurance, statistics, clinical practices and health service management, this article presents unifying concepts and methods for defining, assessing and improving the quality of EOC in developing country settings. It argues that any intervention that would improve the quality of EOC must act through at least one of three mechanisms: improve the clinical management of uncomplicated labor; improve the detection of complications of labor; or, improve the clinical management of complications of labor. The text presents the basis for using quantitative and qualitative methods to assess the quality of EOC. It concludes that any method to assess the quality of EOC, as a basis for improvement at the health center level, must satisfy the following seven criteria: (i) be derived from scientifically sound and locally defined guidelines for what constitutes care of good quality; (ii) enable objectively verifiable measurements of the performance of critical tasks; (iii) be sufficiently discriminating to detect variations in quality among health centers, thereby enabling managers to focus on improving care in those health centers providing care of lower quality; (iv) facilitate production of visual aids within each health center, thereby enabling midwives, doctors and their supervisors to use information for improving their work on a daily basis; (v) include qualitative assessments to facilitate interpretation of quantitative information; (vi) be reasonably simple to use without unsustainable foreign technical assistance; and, (vii) be affordable within the limited resources of public health facilities and District Health Management Teams.

Developing Countries↗

Counselling in primary care: a randomised controlled trial.

A randomised controlled trial of the effectiveness of counselling (In-House Counselled (IHC) group) compared to routine advice from General Practitioners (Routine Treatment (RT) group) was conducted with three practices and a total of 188 patients in East Sussex. Changes in interpersonal problems using the 32 item Inventory of Interpersonal Problems, symptoms of psychological distress using the Symptom Index and self esteem using Repertory Grids were compared between groups at four months and after a further four month follow-up. A questionnaire monitoring patient service satisfaction was given to those who had received In-House counselling. The number of counselling sessions, early withdrawals and refusers was also monitored. In order to facilitate interprofessional communication, the three counsellors and a GP representative from each practice met monthly for an Action Learning group, led by an external facilitator to provide a forum to discuss working practices. The group met six times for two and a half hours. An audit of the participants' medical notes was carried out at the end of the study to establish any changes in subsequent use of medical services and prescribing patterns. The results show that patients within both groups improved considerably, in line with similar studies. The IHC group was significantly less likely to be referred out to mental health services. However, there was no statistical difference between the groups on any of the measures or in changes in subsequent service use or prescribing patterns. This may have been a result of Action Learning Group producing more psychologically minded GPs. Patients in the IHC group were overwhelmingly in favour of counselling and stated that it had helped them with a variety of psychological problems.

Counseling↗

Reliability and validity of an instrument to measure maternal health beliefs.

Noncompliance with recommended preventive pediatric care continues to be a major problem, especially in inner-city pediatric clinics. There has been little evaluation of the maternal beliefs that are associated with such noncompliance, perhaps because there are no instruments which have been assessed for reliability and validity. To evaluate the internal consistency and construct validity of a maternal health belief instrument, we interviewed 500 mothers of healthy full-term newborns postpartum. Forty-eight items measured the maternal health beliefs, according to Health Belief Model constructs (perceived susceptibility, perceived severity, perceived benefits of medical care, perceived barriers, and health motivation). Construct validity was assessed by principal components factor analysis. Eight internally consistent indices emerged, including illnesses having high and low perceived susceptibility, and low and moderate perceived benefit. Logistical access barriers and economic access barriers were also distinct. Perceived severity and health motivation formed single indices. This maternal health belief instrument was internally consistent in the study sample and showed evidence of construct validity. These indices may make important independent contributions to understanding variation in preventive well-child care utilization.

Adult↗

Structural features of pharmacy function--the analysis using structural equation modeling.

In order to examine the structural features of community pharmacy function and to clarify areas meriting priority in efforts to expand pharmacy functions in the home care field, a questionnaire survey was conducted. Using the distribution of responses regarding the actual conditions entailed in the 16 categories of pharmacy services, factor analysis was carried out. Structural equation modeling was performed and the fitness of the path model constructed to study the interrelatedness of the individual factors extracted by factor analysis was considered. Four factors comprised pharmacy services "dispensing", "supply of goods", "offering home care", and "cooperation in community health and medical programs". The interrelatedness of four pharmacy functions by the result of structural equation modeling indicated the following insights. 1) By strengthening "cooperation in community health and medical programs", it is possible to directly improve the functions of "dispensing", and "offering home care". An improvement in "collecting and utilizing patient information", "providing appropriate instruction", "providing introductions to medical institutions and physicians", and "supplying over-the-counter drugs" can be expected as a result of direct benefits accrued by "cooperation in community health and medical programs". 2) By strengthening "offering home care", it is possible to directly improve "supply of goods". An improvement in "stocking long-term care goods and sanitary goods" can be expected as a result of direct benefits accrued by "offering home care". In conclusion, this study indicated that the areas meriting priority in the expansion and upgrading of pharmacy functions is stronger "cooperation in community health and medical programs".

Community Pharmacy Services↗