Assessment and outcomes of HealthPartners 10,000 Steps program in an academic work site.

The authors examined the feasibility, acceptability, and potential for physical activity behavior change of a 21-week, 10,000 Steps program in an academic work site. In a pre-post, noncontrolled study design, participants were supplied a pedometer, online resource, and health promotional activities. Means, medians, ranges, and frequencies of self-reported average daily steps (ADS) described physical activity behavior change. An online exit survey assessed the acceptability of the intervention. Of 1,322 eligible participants, 619 (47%) registered; 74% of participants tracked step counts at least once, and 57 (9%) tracked them all 21 weeks. The proportion of cohort participants with < 7,499 ADS tracking all 21 weeks was significantly less than that same cohort tracking only at baseline (p < .02). Survey results showed that 85% of the participants reported general satisfaction with content and navigation of the program Web site. Results suggest elements of feasibility and acceptability but limited potential for physical activity behavior change. Future studies should assess pre-enrollment ADS and barriers to retaining participants.

Prognostic value of a novel classification scheme for heart failure: the Minnesota Heart Failure Criteria.

The authors present the Minnesota Heart Failure Criteria (MHFC), derived using latent class analysis from widely available items in the Framingham Criteria. The authors used 1995 and 2000 data on hospitalized Minnesota Heart Survey subjects discharged after myocardial infarction or heart failure (N = 7,379). Selected Framingham Criteria variables (dyspnea, pulmonary rales, cardiomegaly, interstitial or pulmonary edema on chest radiograph, S(3) heart sound, tachycardia) plus left ventricular ejection fraction were used. The discriminatory power of the MHFC was evaluated using age- and sex-adjusted 2-year mortality. A five-class latent class analysis model was collapsed into cases and noncases. Mortality estimates discriminated noncases (18%) from cases (43%) (p < 0.001). The MHFC performed better than previous truncated criteria (Framingham Criteria: 26% noncases, 43% cases; Duke Criteria: 29%, 40%; Killip Score: 31%, 44%; Boston Score: 28%, 45%). In a subset of patients admitted for heart failure (n = 5,128), the MHFC identified all but 2% (116/4,746) of cases found with a nearly full version of the Framingham Criteria. In terms of prognostic value, the MHFC are as precise as or more precise than several previous sets of truncated criteria. They closely approximate a nearly full version of the Framingham Criteria but require many fewer variables and can facilitate epidemiologic case-finding for heart failure.

The role of organizational infrastructure in implementation of hospitals' quality improvement.

Quality improvement (QI) is an organized approach to planning and implementing continuous improvement in performance. Although QI holds promise for improving quality of care and patient safety, hospitals that adopt QI often struggle with its implementation. This article examines the role of organizational infrastructure in implementation of quality improvement practices and structures in hospitals. The authors focus specifically on four elements of hospital support and infrastructure for QI-integrated data systems, financial support for QI, clinical integration, and information system capability. These macrolevel factors provide consistent, ongoing support for the QI efforts of clinical teams engaging in direct patient care, thus promoting institutionalization of QI. Results from the multivariate analysis of 1997 survey data on 2350 hospitals provide strong support for the hypotheses. Results signal that organizations intent upon improving quality must attend to the context in which QI efforts are practiced, and that such efforts are unlikely to be effective unless appropriate support systems are in place to ensure full implementation.

Assessing rater agreement using marginal association models.

New models that are useful in the assessment of rater agreement, particularly when the rating scale is ordered or partially ordered, are presented. The models are parameterized to address two important aspects of rater agreement: (i) agreement in terms of the overall frequency in which raters assign categories; and (ii) the extent to which raters agree on the category assigned to individual subjects or items. We present methodology for the simultaneous modelling of univariate marginal responses and bivariate marginal associations in the K-way contingency table representing the joint distribution of K rater responses. The univariate marginal responses provide information for evaluating agreement in terms of the overall frequency of responses, and the bivariate marginal associations provide information on category-wise agreement among pairs of raters. In addition, estimated scores within a generalized log non-linear model for bivariate associations facilitate the assessment of category distinguishability.

Severe Periodontitis and Risk for Poor Glycemic Control in Patients with Non-Insulin-Dependent Diabetes Mellitus.

This study tested the hypothesis that severe periodontitis in persons with non-insulin-dependent diabetes mellitus (NIDDM) increases the risk of poor glycemic control. Data from the longitudinal study of residents of the Gila River Indian Community were analyzed for dentate subjects aged 18 to 67, comprising all those: 1) diagnosed at baseline with NIDDM (at least 200 mg/dL plasma glucose after a 2-hour oral glucose tolerance test); 2) with baseline glycosylated hemoglobin (HbA1 ) less than 9%; and 3) who remained dentate during the 2-year follow-up period. Medical and dental examinations were conducted at 2-year intervals. Severe periodontitis was specified two ways for separate analyses: 1) as baseline periodontal attachment loss of 6 mm or more on at least one index tooth; and 2) baseline radiographic bone loss of 50% or more on at least one tooth. Clinical data for loss of periodontal attachment were available for 80 subjects who had at least one follow-up examination, 9 of whom had two follow-up examinations at 2-year intervals after baseline. Radiographic bone loss data were available for 88 subjects who had at least one follow-up examination, 17 of whom had two follow-up examinations. Poor glycemic control was specified as the presence of HbA1 of 9% or more at follow-up. To increase the sample size, observations from baseline to second examination and from second to third examinations were combined. To control for non-independence of observations, generalized estimating equations (GEE) were used for regression modeling. Severe periodontitis at baseline was associated with increased risk of poor glycemic control at follow-up. Other statistically significant covariates in the GEE models were: 1) baseline age; 2) level of glycemic control at baseline; 3) having more severe NIDDM at baseline; 4) duration of NIDDM; and 5) smoking at baseline. These results support considering severe periodontitis as a risk factor for poor glycemic control and suggest that physicians treating patients with NIDDM should be alert to the signs of severe periodontitis in managing NIDDM. J Periodontol 1996;67:1085-1093.