Diversification Into Non-Inpatient Service Lines Among Community Hospitals in Wisconsin.

Community hospitals may be able to increase revenue by diversifying into non-inpatient service lines. A model predicting this kind of diversification has not been developed. Data from community hospitals in Wisconsin was analyzed to explain diversification into non-inpatient service lines. Principal components analysis was applied to the services offered to identify factors. The derived factor scores were analyzed using multiple linear regression. Two distinct noninpatient identities were identified: a vertically integrated acute hospital and a hospital diversified into community-based services. Regression analysis revealed that horizontal integration was related to vertical integration into non-inpatient service lines. Community hospitals belonging to alliances and systems had lower vertical integration scores.

Length of stay by uncomplicated diabetes bariatric surgery patients: A laparoscopic adjustable banding versus laparoscopic sleeve gastrectomy.

RATIONALE, AIMS, AND OBJECTIVE: Bariatric surgery is an effective procedure for morbidly obese patients when all else fails. The purpose of this study was to compare the hospital length of stay (LOS) for two surgical procedures, laparoscopic adjustable gastric banding (LAGB) and laparoscopic sleeve gastrectomy (LSG). METHODS: This study was a retrospective cross-sectional analysis of the Nationwide Inpatient Sample (NIS) from 2009 to 2014. Patients who received bariatric surgery as indicated by International Classification of Diseases, Ninth Revision (ICD-9) procedure codes were selected (N = 4001). Cases were limited to uncomplicated diabetic patients. Differences in the odds of long vs short (2< and ≥2) stay for a patient receiving LSG were compared with LAGB while adjusting for hospital volume, hospital size, patient age, gender, ethnicity, season, and year using logistic regression analysis. RESULTS: The odds for LSG (odds ratio [OR] = 0.100, 0.066-0.150, P < 0.001) patients for long LOS are lower when compared with LAGB. In the stratified logistic regression model, both male (OR = 0.157, 0.074-0.333, P < 0.001) and female (OR = 0.077, 0.046-0.127, P < 0.001) had reduced odds of extended LOS for LSG. Discharged patients in the year 2012 (OR = 0.660, 0.536-0.813, P < 0.001) had decreased odds of having a longer LOS when compared with the year 2014. Both government, nonfederal (OR = 0.452, 0.251-0.816, P = 0.008), and private investor-owned (OR = 0.421, 0.244-0.726, P < 0.001) patients had similar odds for long duration of stay when compared with government or private. Urban non-teaching (OR = 1.954, 1.653-2.310, P < 0.001) patients had higher odds for long LOS in comparison with urban teaching. New England patients' (OR = 0.365, 0.232-0.576, P < 0.001) odds for extended LOS were lower when compared with pacific. Both patients who received care in low (OR = 1.330, 1.109-1.595, P = 0.002) and medium (OR = 1.639, 1.130-2.377, P = 0.009) volume hospital had increased odds for long duration of stay. Female patients in the stratified logistic regression model with high (OR = 1.330, 1.109-1.595, P < 0.002) volume had elevated odds of extended LOS when compared with very low volume hospital. CONCLUSION: Among the uncomplicated diabetic patients, LSG provides a substantially low odds of extended LOS after adjusting for covariates when compared with LAGB. The finding of the relative reduction in LOS for LSG suggests opportunities for improvement both for cost reduction for third party insurance payers and greater efficacy and outcomes for patients.

A Practice Innovations Decision Model.

OBJECTIVE: The purpose of this commentary is to propose a flexible practice innovations decision model (PIDM) for use in health services planning and management. METHOD: This is an example of fuzzy decision analysis. The elements of the model are explained by applying it to the decision of whether to open a primary care clinic in retail space. The model contains 10 criteria, each of which scored as 1 (met) or 0 (not met). The scores are summed to guide the decision. RESULT: In this example, success was defined a priori as meeting 8 or more criteria. Sensitivity analysis and simulation can be used in practice to test the model. CONCLUSION: The PIDM appears to be applicable to a variety of decisions, and the fuzzy scoring combined with simulation and sensitivity analysis generates plausible results. The model should be modified as necessary for each situation in which it is applied.

Increased hospital documentation requirements may not increase breastfeeding among first-time mothers.

RATIONALE, AIMS AND OBJECTIVES: To examine if initiation of breastfeeding and exclusive breastfeeding on discharge in first-time mothers increased after a change in hospital policy increased reporting requirements about breastfeeding by new mothers. METHODS: Five hundred women that gave birth to their first child were studied, with half giving birth prior to reporting requirements and half giving birth after the reporting began. After implementing mandatory reporting requirements through an accrediting body, an increase in maternity care practices designed to promote breastfeeding was expected. Medical records of those women were reviewed to identify key variables, including age, race/ethnicity, marital status, education level, health insurance, type of delivery, gestational age, initiation of breastfeeding and exclusive breastfeeding throughout the hospital stay. RESULTS: There was an 18.7% increase in initiation of breastfeeding the year the mandatory reporting began. However, there was a 5.9% decrease in exclusive breastfeeding that year. The odds of initiating breastfeeding were greater after implementation of mandatory reporting measures (OR = 2.07; P = 0.0007), yet the odds for exclusive breastfeeding on discharge did not show a statistically significant change (OR = 0.94; P = 0.7507). Other variables that had a significant effect on both initiation and exclusive breastfeeding included being non-Hispanic white, other race/ethnicity category, marital status and type of insurance (exclusive breastfeeding only). CONCLUSION: Professional support that can be offered to new mothers may have a positive effect on their decision to breastfeed. However, a hospital policy change that increases reporting requirements may not have long-term impact on breastfeeding. Longer term studies and multisite studies are needed.

Increased medical cost metrics for patients 50 years of age and older in the collaborate care model of treatment for depression.

BACKGROUND: The collaborative care model (CCM) has been consistently shown to achieve effectiveness in depression management compared to usual care. In the present study, we aimed to determine the impact of age on cost metrics in patients who were treated with CCM for 6 months after a diagnosis of depression. METHODS: The upper quartile of age was 50 years and older (n = 56), and the comparison group was composed of patients in the three younger quartiles, aged 18-49 years (n = 163). RESULTS: Patients in the older age group had an elevated median Current Procedure Terminology cost rank of 255.5 compared to 168.0 for the younger patients (P < 0.001). Multiple logistic regression analysis revealed that being in the upper quartile of age (≥ 50 years) (odds ratio = 2.272, 95% confidence interval: 1.064-4.851; P = 0.034) and having higher numbers of clinical visits 6 months prior to index (odds ratio = 1.209, 95% confidence interval: 1.118-1.307; P < 0.001) were significant predictor variables of being cost rank outliers (>80th percentile) in patients with CCM. CONCLUSION: Medical cost utilization in the 6 months after diagnosis of depression was significantly higher in patients in the upper age quartile (≥ 50 years) enrolled in CCM than those in the lower quartiles (age < 50).

Haemoglobin levels correlates with the presence of coronary artery disease.

RATIONALE, AIMS AND OBJECTIVES: Although the condition of low haemoglobin (Hb) levels has been established as a risk factor in the development of coronary artery disease (CAD), it is still a debate particularly in patients with angiographically documented disease. In the present study, we sought to identify the relationship between Hb levels and the presence of CAD. METHODS: The study consisted of 356 consecutive patients referred for elective coronary angiography (CAG). Exclusion criteria included a history of prior MI within last 3 months, presence of neoplastic disorders or any inflammatory diseases or overt diabetes mellitus. Blood samples for haematologic and biochemical measurements were collected on admission following at least 12 hours of overnight fasting. Patients were divided into four groups based on the quartiles of Hb (quartile I < 13.50 g/dL, quartile II 13.50-14.70 g/dL, quartile III 14.71-15.74 g/dL, quartile IV > 15.74 g/dL). Additionally, patients filled out a questionnaire of asking their brief medical histories and baseline characteristics. RESULTS: Lower Hb quartiles were independently related to the presence of CAD in subjects who were referred to elective CAG. The patients with older age [P = 0.008, odds ratio (OR) = 1.042], male gender (P = 0.007, OR = 3.408), in quartile I (P = 0.003, OR = 5.697), in quartile II (P < 0.001, OR = 8.767), in quartile III (P = 0.011, P = 3.076), higher white blood cells count (P = 0.037, OR = 1.208), lower platelet count (P = 0.049, OR = 0.995), condition of current smoker (P = 0.030, OR = 2.548), higher value of fasting glucose (P = 0.014, OR = 1.038), estimated glomerular filtration rate < 60 (mL/min/1.73 m(2) ; P = 0.004, OR = 3.269) were more likely associated with the risk of the presence of CAD. CONCLUSIONS: The present study revealed that lower quartiles of Hb levels were independently related to the presence of CAD in subjects who were referred to elective CAG. Hb levels, which can be measured easily in almost all medical centres, may be considered as a potential predictor for the presence of CAD in patients at high risk for CAD.

Diabetes and obesity not associated with 6-month remission rates for primary care patients with depression.

BACKGROUND: Complex interrelationships appear to exist among depression, diabetes, and obesity, and it has been proposed that both diabetes and obesity have an association with depression. OBJECTIVE: The purpose of our study was to explore the effect of obesity and diabetes on response to the treatment of depression. Our hypothesis was that obesity and the diagnosis of diabetes in primary care patients with depression would have no effects on depression remission rates 6 months after diagnosis. METHODS: A retrospective chart review analysis of 1894 adult (age ≥18y) primary care patients diagnosed with major depressive disorder or dysthymia and a Patient Health Questionnaire-9 score ≥10 from January 1, 2008, through September 30, 2012. Multiple logistic regression modeling retaining all independent variables was performed for the outcome of remission (Patient Health Questionnaire-9 < 5) 6 months after diagnosis. RESULTS: The presence of obesity (odds ratio = 0.937, 95% CI: 0.770-1.140, p = 0.514) or the diagnosis of diabetes (odds ratio = 0.740, 95% CI: 0.535-1.022, p = 0.068) did not affect the likelihood of remission, while controlling for the other independent variables. CONCLUSIONS: In primary care patients treated for depression, the presence of diabetes or obesity at the time of diagnosis of depression does not appear to significantly affect remission of depressive symptoms 6 months after diagnosis.

Low-density lipoprotein-cholesterol (LDL-C) greater than 100 mg/dL as a quality indicator: locating risk in person, place and time.

RATIONALE, AIMS AND OBJECTIVES: Achieving control over elevated lipid parameters, particularly low-density lipoprotein (LDL)-cholesterol, is an acknowledged quality indicator in primary care. The Centers for Disease Control and Prevention (CDC)'s model for investigation of outbreaks (person-place-time) can be applied to the analysis of quality indicators. METHODS: A sample of 322 family medicine patients for whom lipid levels were ordered was extracted. LDL > 100 mg/dL was cross-tabulated by personal characteristics [age group, gender, body mass index (BMI), diagnoses], month (time) and ordering department (place). RESULTS: Age (except one age category), gender, time and location were not related to LDL > 100 mg/dL after adjustment for covariates. All levels of BMI above normal elevated the risk of LDL > 100 mg/dL [BMI 25-29.9: odds ratio (OR) = 3.41, confidence interval (CI) = 1.61-7.23, P = 0.0014; BMI 30-34.9: OR = 2.93, CI = 1.28-6.70, P = 0.0109; BMI ≥ 35: OR = 2.75, CI = 1.19-6.37, P = 0.0181]. Patients with coronary artery disease (CAD) and diabetes mellitus (DM) were at reduced risk for LDL > 100 mg/dL (CAD: OR = 0.47, CI = 0.24-0.91, P = 0.0254; DM: OR = 0.28, CI = 0.14-0.55, P = 0.0002). CONCLUSION: An outbreak investigation model is useful for analysing variations in this quality indicator. Patients with higher BMI and those not diagnosed with CAD or DM type I/II may be considered for intensified lipid lowering using quality improvement efforts. These might include counselling for lifestyle changes or medication therapy depending upon their calculated cardiac risk.

Tonsillectomy, adenoidectomy and adenotonsillectomy rates in school-aged children: Relative contributions of socio-demographic and clinical features.

OBJECTIVES: The present study sought to investigate the frequencies of tonsillectomy, adenoidectomy and both adenotonsillectomy (T&A) among 6-12 years old children. In addition, we tried to find out the predictors associated with these previous upper respiratory tract (URT) surgeries. METHODS: This cross-sectional study consisted of 1900 children educated in 3 different elementary schools in Ankara, Turkey. Data about demographics and health conditions were obtained from survey questionnaires completed by parents. RESULTS: Of the 1900 children, 15 children (0.8%) previously underwent tonsillectomy, 43 children (2.3%) had adenoidectomy and 80 children (4.2%) had T&A surgical histories. Multiple logistic regression analysis revealed that older students compared to younger ones [odds ratio (OR) = 1.15, p = 0.011], and those who had parent-reported apnea compared to subjects without apnea were more likely to have URT surgery histories [OR = 2.34, p = 0.001]. Those children with surgery histories were more likely to have fathers with a higher educational level [medium level: OR = 2.07, p = 0.012; high level: OR = 2.79, p = 0.001 vs. low level) and the subjects had greater BMI percentiles [overweight: OR = 1.71, p = 0.036; obesity: OR = 2.32, p = 0.003 vs. healthy weight]. Children who had 1-2 URT infections per year [OR = 0.47, p = 0.019] had less probability of URT surgery histories, whereas those children with AOM ≥ 3 times per year [OR = 2.52, p = 0.003] had more probability of URT surgery history. CONCLUSIONS: We conclude that a reasonable explanation for higher rates of URT surgery among children with a high level of paternal education may originate from their awareness about URT associated diseases and possibly due to the ease of access to health care services.

Association of renal function, estimated by four equations, with coronary artery disease.

OBJECTIVE: Individuals with impaired renal function are at increased risk of coronary artery disease (CAD). CAD is also associated with an increased likelihood of having chronic kidney disease (CKD). In the present study, we sought to determine the association between impaired renal function with CAD presence and CAD severity based on four different estimated glomerular filtration rate (eGFR) equations. METHODS: We estimated GFR values using four equations: modification of diet in renal disease (MDRD), Cockcroft-Gault (C-G), chronic kidney disease epidemiology (CKD-Epi), and Mayo Quadratic. Three hundred and fifty-six CAD patients were classified by the number of stenotic coronary arteries occluded >50%, while the CAD severity was categorized based on the number of involved coronary arteries determined to be healthy, single- and multi-vessel disease. RESULTS: The mean values of eGFR calculated by CKD-Epi, MDRD, Mayo, and C-G equations were 77.44, 71.34, 96.33, and 89.49 mL/min/1.73 m(2) respectively. Based on these equations, the prevalence of eGFR <60 mL/min/1.73 m(2) among the patients with significant CAD was 41.5, 45.2, 50, and 42.9%, respectively. eGFR values calculated by four formulas were significantly higher in healthy subjects than those with single-vessel disease (p < 0.001, p = 0.004, p = 0.003, and p = 0.028, respectively). Prediction of CAD severity was statistically significant for men but not women. After controlling for the confounding effects of other covariates, three of the equations were independently related to significant CAD: CKD-Epi (p = 0.004, ß = 0.969), MDRD (p = 0.003, ß = 0.965), and C-G (p = 0.021, ß = 0.978). CONCLUSION: The present study established that accurate eGFR equations commonly used still accurate to determine the association of the impaired renal function with CAD presence and extent.

Predictors of knowledge level and awareness towards breast cancer among Turkish females.

BACKGROUND: Breast cancer (BC) is the most-common malignancy of women worldwide. Though there are differences among developed and developing countries, BC remains the most common cancer type of women in Turkey. OBJECTIVE: This study aimed to identify the level of knowledge, awareness, and their potential predictors towards BC in Ankara, Turkey. MATERIALS AND METHODS: The present descriptive study was conducted on 376 females attending a breast health outpatient clinic. A self-administered questionnaire was designed to evaluate knowledge level about BC and predictors effecting its level. Data analysis was performed using the chi-square test. A value of p<0.05 was considered statistically significant. RESULTS: Mean age of the participants was 46.2±9.93 (22-75). The majority (92.6 %) were married; 41.5% were educated less than nine years. Most of the women were housewives (82.7%) and, were living in an urban region (86.4%). Predictors of effecting responses to seven knowledge and awareness questions about BC varied from demographic features including older age groups, higher educational levels, being married, living in an urban area, being employee, smoking, having greater BMI to additional attributes associated breast health such as the increased number of births, applying for the purpose of control, positive family history of breast diseases, any diagnoses of breast diseases and performing BSE practice. CONCLUSIONS: It was determined that females in Turkey have better knowledge of BC than other developing countries even though it is not at the desired level. These findings revealed that females should be more informed about BC risk factors, prognosis and treatments by primary health-care providers to counteract the ascending burden of this disease.

Blood pressure control in patients with hypertension: a retrospective cohort study.

RATIONALE, AIMS AND OBJECTIVES: Hypertension (HT) is prevalent in Turkey and even with pharmacological interventions HT control rates do not meet guideline recommendations. We aimed to estimate the proportion of hypertensive patients who achieved target blood pressure (BP) and seek to determine the predictors responsible for failure of to reach goals. METHODS: We conducted a retrospective cohort study involving patients with HT. A total of 437 patients were identified with a current diagnosis of HT at baseline. All available predictors for BP improvements were included in the multivariate linear regression model. RESULTS: Follow-up data on HT goal achievements was available for 276 (63.1%) participants. Only 18.1% of the patients at the baseline visit, and 48.6% at the follow-up visit achieved the overall SBP/DBP targets specified by the JNC-8 guideline. Significant differences were determined by baseline and 1st visit measurements of mean SBP/DBP levels (P < 0.001, P < 0.001, respectively). DM and baseline SBP were positively associated with SBP improvement (ß = 8.410, P = 0.003; ß = 0.692, P < 0.001, respectively), whereas being prescribing more HT medications and being older were negatively associated with improvement (ß = -7.968, P = 0.005; ß = -5.707, P = 0.037; respectively). DM, baseline DBP and HT duration were positively associated with DBP improvement (ß = 4.539, P = 0.012; ß = 0.702, P < 0.001; ß = 0.023, P = 0.012; respectively), whereas additional HT medications and GFR values were negatively associated with improvement (ß = -5.682, P = 0.002; ß = -0.098, P = 0.005; respectively). CONCLUSIONS: Although the progress in achieving in BP targets was encouraging, only half of patients had reached the HT goals. Adequate pharmacological approaches and comprehensive management strategies should be implemented in hypertensive patients.

Seasonal variation in clinical remission of primary care patients with depression: impact of gender.

RATIONALE, AIMS AND OBJECTIVES: The impact of seasonal variation on clinical remission in patients with depression has not been well studied. The hypothesis for this study was that the clinical remission rate would be lower in the winter comparing to the other seasons, specifically evaluated by gender. METHODS: The study cohort comprised 2873 primary care patients with depression as a longitudinal retrospective chart review analysis. The sample was limited to patients who were continuing in care; dropouts were excluded from the analysis. RESULTS: Multivariate logistic regression analysis of the independent variables for those participants who achieved clinical remission demonstrated that for the male patients, the season of diagnosis did not impact the rate of remission at 6 months while controlling for all other independent variables. For female patients, those that were diagnosed with depression in the fall had increased likelihood of 6-month remission compared with those patients diagnosed in the winter months (OR 1.300, CI 1.006-1.680, P=0.045) and the spring and summer patients were not significantly different in their outcome rates. When both genders were combined, the odds of remission at 6 months were not statistically significant for any season of diagnosis. CONCLUSIONS: This study demonstrates that in patients who were continuing care, women who were diagnosed with major depression or dysthymia in the fall season have improved 6-month clinical outcome of remission compared with those women diagnosed in the winter, when controlling for demographic and clinical characteristics. This effect was not seen in men or when the genders were combined into a single cohort. The assessment of the seasonality effect on depression outcomes requires further long-term follow-up studies.

Health-related quality of life among online university students.

BACKGROUND AND OBJECTIVES: Online university students are a growing population whose health has received minimal attention. The purpose of this cross-sectional Internet survey was to identify risk factors for the health status among online university students. METHODS: This online survey collected data from 301 online university students through a large, US-based participant pool and LinkedIn. Health status was measured using 3 elements of health-related quality of life (HRQOL): self-rated overall health (SRH), unhealthy days, and recent activity limitation days. All 3 measures were dichotomized. RESULTS: The odds of poor SRH were higher for people who reported a body mass index in the overweight and obese categories (odds ratio [OR] = 2.99, P < .05) and for those who reported being smokers (OR = 2.52, P = .03). The odds of frequent unhealthy days were lower for those who made more than $35 000 compared with those who reported making less (OR = 0.50, P = .03) and those who exercised 4 or more times a week compared with those who exercised less (OR = 0.28, P < .05). The odds of frequent activity limitation were lower for those who reported an income of more than $35 000 (OR = 0.29, P = .04) and higher for persons who reported belonging to "other" race (OR = 14.75, P = .00). CONCLUSIONS: Universities might fruitfully target health promotion programs for online students who are low income, in disadvantaged racial groups, who are overweight, smoke, and who do not exercise.

Variations in lipid screening frequency in family medicine patients with cardiovascular risk factors.

RATIONALE, AIMS AND OBJECTIVES: This study was undertaken to assess the frequency of lipid screening in comparison with the United States Preventive Services Task Force guideline in a sample of family medicine patients. In addition, we sought to determine the association between testing frequency and achievement of lipid targets. METHODS: A random sample was extracted from 271 patients from among all patients cared for in our Department of Family Medicine for whom lipid screening was ordered from March to September 2012 and who had ≥2 well-defined cardiovascular risk factors. Lipid testing frequency was classified in three ways: semi-annual or less often (0-12 tests over 6 years), annual or less often (0-6 tests), or biennial (0-3 tests). RESULTS: Multiple logistic regression analysis revealed that the predictors of lipid screening more often than semi-annually were age ≥60 years [odds ratio (OR) = 3.7] and diabetes mellitus (DM) (OR = 30.6). Predictors of screening more often than annually were DM (OR = 4.3), hypertension (OR = 2.1), family history of premature coronary artery disease (OR = 5.6) and statin treatment (OR = 3.5). Lipid goal attainment was not associated with testing frequency except with regard to low-density lipoprotein levels (P = 0.043, P < 0.001, P = 0.005, by semi-annual, annual and biennial, respectively) and total cholesterol levels (P = 0.015, P = 0.025 by semi-annual and annual, respectively). CONCLUSIONS: Questionable high frequency of lipid testing was detected even when the more conservative approach of annual monitoring was assumed. Frequency of testing was not associated with goal attainment for most parameters. Physicians should request the lipid testing based on overall risk assessment and person variability in accordance with published guidelines.

Predictors affecting breast self-examination practice among Turkish women.

BACKGROUND: Breast cancer (BC) is the most common cancer among females in Turkey. Predictors affecting the breast self-examination (BSE) performance vary in developing countries. OBJECTIVE: To determine the frequency of BSE performance and predictors of self-reported BSEs among women in the capital city of Turkey. MATERIALS AND METHODS: This cross-sectional study was conducted on 376 Turkish women using a self- administered questionnaire covering socio-demographic variables and BSE-related features. RESULTS: Of the participants, 78.7% (N=296) reported practicing BSE, whereas 9.5% (N=28) were implementing BSE regularly on a monthly basis, and only 5.7% (N=17) were performing BSE regularly within a week after each menstrual cycle. Multivariate logistic regression modeling revealed that BSE performance was more likely in younger age groups [20-39 years] (p=0.018, OR=3.215) and [40-49 years] (p=0.009, OR=3.162), women having a family history of breast disease (p=0.038, OR=2.028), and housewives (p=0.013, OR=0.353). CONCLUSIONS: Although it appears that the rates of BSE performers are high, the number of women conducting appropriate BSE on a regular time interval basis is lower than expected. Younger age groups, family history of breast diseases and not being employed were identified as significant predictors of practicing BSE appropriately. Older age and employment were risk factors for not performing BSE in this sample.