Facility characteristics and states were stronger predictors of deficiencies than were staffing hours and resident characteristics. Because only a small portion of the total variance in deficiencies could be explained, much work remains to explore factors that influence deficiencies.
The indicators have several possible applications: a source of consumer information; to help guide policy makers; and to assist providers in conducting quality improvement initiatives and to evaluate the impact of these efforts.
Purpose
Career advancement in academic medicine often hinges on the ability to garner research funds, and the National Institutes of Health’s (NIH’s) R01 award is the “gold standard” of an independent research program. Studies show inconsistencies in R01 reviewers’ scoring and in award outcomes for certain applicant groups. Consistent with the NIH recommendation to examine potential bias in R01 peer review, the authors performed a text analysis of R01 reviewers’ critiques.
Method
The authors collected 454 critiques (262 from 91 unfunded and 192 from 67 funded applications) from 67 of 76 (88%) R01 investigators at the University of Wisconsin-Madison with initially unfunded applications subsequently funded between December 2007 and May 2009. To analyze critiques the authors developed positive and negative grant application evaluation word categories and selected 5 existing categories relevant to grant review. The authors analyzed results with linear mixed effects models for differences due to applicant and application characteristics.
Results
Critiques of funded applications contained more positive descriptors and superlatives and fewer negative evaluation words than critiques of unfunded applications. Experienced investigators’ critiques contained more references to competence. Critiques showed differences due to applicant sex despite similar application scores or funding outcomes: more praise for applications from female investigators; greater reference to competence/ability for funded applications from female experienced investigators; and more negative evaluation words for applications from male investigators (Ps < .05).
Conclusions
Results suggest that text analysis is a promising tool for assessing consistency in R01 reviewers’ judgments and gender stereotypes may operate in R01 review.
Medical directors and DONs agree about most factors that influence decisions to hospitalize nursing home residents. Patient-centered factors play the largest roles, and the most important causes of overhospitalization are potentially modifiable.
For well over a decade, financial literacy has been a primary lens through which researchers approach financial education. Unfortunately, in most cases, this potentially rich construct is reduced to mere financial knowledge. This myopic conceptualization hampers the development of the concept and programs to build financial literacy. Despite research that reveals these limits, the field has either persisted with this narrow definition of financial literacy or abandoned the model altogether in favor of capability or similar constructs. Using Bloom's domains of knowledge, we redefine financial literacy as the combination of three different indicators reflecting three domains of knowledge: financial skill, self‐efficacy, and explicit knowledge. Using data from a national survey, we apply the methods of formative scale development to construct and validate a more robust conceptualization and measurement of financial literacy. We explore how this financial literacy index might inform development of innovative financial education programs.
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