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In higher education's environment of accountability, the development and assessment of student learning outcomes (SLOs) are driven by both external stakeholder requirements for accreditation and internal institutional pressures to demonstrate student learning as the core function of universities and colleges. This paper presents a framework to reduce faculty workload and increase standardization of SLOs for LIS electives across multiple schools. The framework includes a value-added assessment with results that show a significant increase in the overall scores and specifically in areas of focus for the elective. This approach provides a framework for other popular LIS electives to collaborate across schools and standardize SLOs to determine the overall effectiveness of courses and programs without reinventing course objectives, SLOs, and evaluation techniques at each institution.

BackgroundA growing body of research recommends controlling alcohol availability to reduce harm. Various common approaches, however, provide dramatically different pictures of the physical availability of alcohol. This limits our understanding of the distribution of alcohol access, the causes and consequences of this distribution, and how best to reduce harm. The aim of this study is to introduce both a gravity potential measure of access to alcohol outlets, comparing its strengths and weaknesses to other popular approaches, and an empirically-derived taxonomy of neighborhoods based on the type of alcohol access they exhibit.MethodsWe obtained geospatial data on Seattle, including the location of 2402 alcohol outlets, United States Census Bureau estimates on 567 block groups, and a comprehensive street network. We used exploratory spatial data analysis and employed a measure of inter-rater agreement to capture differences in our taxonomy of alcohol availability measures.ResultsSignificant statistical and spatial variability exists between measures of alcohol access, and these differences have meaningful practical implications. In particular, standard measures of outlet density (e.g., spatial, per capita, roadway miles) can lead to biased estimates of physical availability that over-emphasize the influence of the control variables. Employing a gravity potential approach provides a more balanced, geographically-sensitive measure of access to alcohol outlets.ConclusionsAccurately measuring the physical availability of alcohol is critical for understanding the causes and consequences of its distribution and for developing effective evidence-based policy to manage the alcohol outlet licensing process. A gravity potential model provides a superior measure of alcohol access, and the alcohol access-based taxonomy a helpful evidence-based heuristic for scholars and local policymakers.

The recent global pandemic renewed the importance of telecommunication infrastructure, as many COVID responses (e.g., working from home, home-schooling, e-commerce) were challenged by the inequity of access to broadband services and its underlying network. This paper examines the geospatial footprint of the National Broadband Network (NBN) in relation to the demographics of Australia's cities and regions. Through data made available by the NBN, which describes the technologies used in its multi-technology mix platform, and published demographic data available via the Australian Bureau of Statistics (ABS), we explore the equity of access to broadband technologies across the nation. The results show a persistent urban-regional divide in the NBN. The paper also offers a brief assessment of the complex and contradictory ways policy responses attempt to mitigate the digital divide, including updates to the national infrastructure project plans. [ABSTRACT FROM AUTHOR]