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PubMed1992

A multivariate analysis of long-term care nursing services.

Marketing, as a useful conceptual framework, has been extended to a variety of nonprofit sectors including the health care industry. Despite ever growing literature devoted to general health care marketing, there appears to be a death of specific application-oriented studies. This paper illustrates the development and application of a multiple discriminant analysis model in the context of long-term care (LTC) facilities. Empirical findings are presented and factors affecting the occupancy rates are discussed with implications for marketers, managers and administrators of skilled LTC nursing homes.

Aged↗
PubMed1998

Possible factors affecting response to intravesical bacillus Calmette-Guérin (Tokyo 172 strain) therapy for carcinoma in situ of the bladder: a multivariate analysis.

To evaluate clinicopathological factors affecting response to intravesical instillation therapy with the bacillus Calmette-Guérin (BCG) Tokyo 172 strain for carcinoma in situ (CIS) of the bladder, we reviewed data for 84 patients treated between 1985 and 1996. Median follow-up was 56 months. The patients comprised three groups: primary (only the in situ lesion, 31 patients), subsequent (found after treatment of a gross neoplasm, 20), and concomitant (found together with a gross neoplasm, 33). A complete response was found in 62 (74%) of the 84 patients. Intravesical BCG therapy eradicated tumour cells in 74% of the primary group, 70% of the subsequent group, and 76% of the concomitant group. Multivariate logistic regression analysis revealed that the presence of gross haematuria and patient age were significantly associated with a complete response to the intravesical BCG therapy (p<0.05). On the other hand, gender, irritative bladder symptoms, type of extent of CIS, histological grade of CIS, BCG dose, and number of times BCG was given did not exert any significant influence. The 5-year recurrence rate was 33% for the 62 patients for whom a complete response was once achieved. Patients aged 60 or older had a higher probability of recurrence than those less than 60 years of age (p<0.05). Disease progression was found in 13% of the 84 patients and total cystectomy was performed in 19%. The present finding that patient age is related to the response to intravesical BCG therapy may point to a role for the reduced host immunocompetence in elderly individuals.

Administration, Intravesical↗
PubMed2000

Wound infection after infrainguinal bypass operations: multivariate analysis of putative risk factors.

Reported wound infection rates for infrainguinal bypass operations range from 17% to 44%, but there is limited appreciation of which characteristics of patients or operations are reliable markers of increased wound infection risk. The purpose of the present study was to analyze all wound infections observed after infrainguinal bypass operations during 20 years of practice in a large teaching institution. Independent risk factors for wound infection development were identified. During the 20-year period ending 31 December, 1997, 978 male patients underwent infrainguinal bypass operations at the Minneapolis Department of Veterans Affairs Medical Center. Wound infections complicated the recovery of 129 of these patients during a 30-day postoperative surveillance interval. Multivariate logistic regression analysis was used to test the association between wound infection occurrence and putative risk factors that were either features of patients or characteristics of the operations. The following variables were examined: obesity, prosthetic graft placement, diabetes mellitus, steroid use, anticoagulation use, length of preoperative hospital stay, development of incisional hematoma, duration of operation, and the preoperative presence of a non-healing wound in the extremity being revascularized. The overall wound infection rate was 13.2% (129/978). In a final logistic regression model, obesity was a significant and independent predictor of wound infection (Relative Risk 2.6, 95% confidence interval, 1.35-4.90), as was development of a post-operative incisional hematoma (Relative Risk 6.44, 95% confidence interval, 2.95-14.08). No other explanatory variable was significantly associated with wound infection development.

Aged↗
PubMedDate not supplied

Age and anomia in middle and later life: a multivariate analysis of a national sample of white men.

Some social gerontologists have argued that the aged status in America results in distrust of and despair with the social order (anomia) independent of other determinants: lack of access to the means of achievement of life goals and social isolation. This argument was tested with a multivariate regression analysis utilizing data on 354 white men aged forty and older from the 1974 General Social Survey. The Srole anomia scale was used as the dependent variable. Multiple indicators of life chances and social participation were used; health and verbal intelligence were employed as controls. The results showed no relationship between age or other indicators of life chances and anomia, net of education and/or verbal intelligence. Prior studies reporting that age and anomia are causally related probably have done so due to lack of adequate control variables and/or due to cohort effects from the lesser education of the older population in the United States. Compared when employing appropriate controls, aged American males are not more anomic than middle-aged males.

Achievement↗
PubMed2003

Independent predictors of recurrence of chronic subdural hematoma: results of multivariate analysis performed using a logistic regression model.

OBJECT: The authors attempted to determine independent predictors that contribute to the recurrence of chronic subdural hematoma (CSDH). METHODS: A total of 105 consecutive patients who underwent surgery for CSDH were included in this study. Eleven patients underwent a repeated operation because the CSDH recurred. Univariate and multivariate analyses were performed to assess the relationships among various variables and CSDH recurrence. Finally, four variables were found to be independently associated with the recurrence of CSDH: 1) absence of a multiplicity of hematoma cavities on CT scans; 2) presence of a history of seizure; 3) width of the hematoma; and 4) absence of a history of diabetes mellitus (DM). CONCLUSIONS: As previously reported, the width of the hematoma is related to the incidence of CSDH recurrence. In this study, the lack of a multiplicity of hematoma cavities was the favorite predictor of CSDH recurrence. In addition, histories of seizure and no past DM are closely related to the incidence of CSDH recurrence.

Adult↗
PubMed2001

Circulating sialyl Lewis(x), sialyl Lewis(a), and sialyl Tn antigens in colorectal cancer patients: multivariate analysis of predictive factors for serum antigen levels.

Preoperative serum levels of sialyl Lewis(a) (CA 19-9), sialyl Lewis(x) (SLX), and sialyl Tn (STN) antigens in colorectal cancer patients were examined to establish predictive factors for serum levels of these antigens compared with carcinoembryonic antigen (CEA). A total of 308 patients who underwent resection for a colorectal cancer were divided into low and high antigen groups (higher or lower than a selected diagnostic-based cutoff value). The cutoff values were 37 U/ml for CA19-9, 38 U/ml for SLX, 45 U/ml for STN, and 2.5 ng/ml for CEA. The American Joint Committee on Cancer Classification and Stage grouping was used to classify the tumors. Statistical tests were conducted using univariate and multivariate logistic regression analyses. For CA19-9, 81 patients (26.3%) were assigned to the high antigen group: for SLX, 39 (12.7%); for STN, 33 (10.7%); and for CEA, 133 (43.2%). Multivariate logistic regression analysis revealed that predictive factors associated with high antigen levels were female sex (odds ratio [OR], 1.78 vs male sex), T4 (OR, 3.26 vs T1/T2), and M1 (OR, 3.35 vs M0) for CA19-9; M1 (OR, 6.40 vs M0) for SLX; mucinous carcinoma (OR, 8.45 vs well differentiated adenocarcinoma) and M1 (OR, 8.24 vs M0) for STN; and mucinous carcinoma (OR, 7.21 vs well differentiated adenocarcinoma), T3/T4 (OR, 3.84/4.18, respectively, vs T1/T2), and M1 (OR, 6.39 vs M0) for CEA. In conclusion, high serum levels of CA19-9, SLX, and STN are strongly associated with distant metastasis. In addition, high serum levels of CA19-9 may be an independent predictor for female gender and T4, and high serum levels of STN may be an independent predictor for mucinous carcinoma.

Aged↗
PubMed1995

Factors affecting the sex ratio in humans: multivariate analysis of the Italian population.

Several studies have shown that the human secondary sex ratio is affected by a wide range of biological and environmental factors. Here, we describe a partitioning of the sex ratio variability as observed in the Italian population over the last two generations. This period has seen drastic changes in the environmental conditions of Italy. As a consequence, demographic and biological variables that can affect the sex ratio have also changed dramatically. In an attempt to isolate any specific effect, we used a stepwise multiple regression to analyze the covariation over time of the sex ratio and of relevant parameters, such as stillbirth rate, maternal age, firstborn proportion, and birth order. The results show that a quadratic function of the firstborn proportion and mother's age is a fairly good predictor of sex ratio values.

Adolescent↗
PubMed1995

The effect of multiple blood conservation techniques on donor blood exposure in adult coronary and valve surgery performed with a membrane oxygenator: a multivariate analysis on 1310 patients.

The object of the study was to retrospectively evaluate protective and risk factors for receiving donor blood products and red cell transfusions after coronary and valve surgery performed with a hollow-fiber oxygenator and with multiple blood-saving techniques. During the period of January 1991 to June 1993, 1310 patients underwent primary coronary and valve surgery using a hollow-fiber oxygenator at our institution; the mean age of this population was 61 +/- 10 years; 977 patients were men (74.6%). Of these patients, 73.5% (963/1310) underwent coronary, 21.5% (281/1310) valve, and 5% (66/1310) combined surgery. Two hundred seventy-six (21.1%) needed donor blood product transfusions, while 153 (11.7%) patients underwent red cell transfusions. Significant risk factors for homologous blood product exposure after multivariate logistic regression analysis were, in order of importance: (1) postoperative blood loss (O.R. = 1.0009 per mL, p = 0.0000); (2) cardiopulmonary bypass (CPB) time (O.R. = 1.008 per min, p = 0.0001); (3) age at intervention (O.R. = 1.031 per calendar year, p = 0.0026); and (4) reoperation for bleeding (O.R. = 1.71, p = 0.0078). Protective factors were: (1) male gender (O.R. = 0.56, p = 0.0000); (2) preoperative withdrawal of autologous blood (O.R. = 0.66, p = 0.0018); and (3) a preoperative hematocrit greater than 34% (O.R. = 0.76, p = 0.0005).(ABSTRACT TRUNCATED AT 250 WORDS)

Age Factors↗