This report estimates training needs in three Kalamazoo "core neighborhoods": the Northside, Edison, and the Eastside. Using Census data, the analysis estimates the number of people potentially needing training in these neighborhoods as between 1,254 and 2,098 individuals. This report also estimates this training population's…

In an effort to reduce state spending on special education in public schools, New Jersey moved to census-based funding as part of the new school funding formula, the School Funding Reform Act (SFRA), adopted in 2008. The census approach funds all districts using the statewide average classification rate and a statewide average "excess…

International survey researchers are increasingly turning to a geospatial sampling approach known as gridded population sampling for finer resolution and a more updated sampling frame than conventional census-based sampling. To date, there have been no direct comparisons of accuracy between survey results derived from the two methods. This…

This article examines the most recent trends on neighborhood racial integration in New York--the country's largest metropolitan area in 2019 with a total population of 19.2 million. We ask how the suburbanization of both immigration and poverty have transformed suburbs over the last two decades. We highlight four findings. First, ethnoracial…

This article presents a descriptive, critical analysis of the comparability of information concerning students, teachers, and school resources gathered by organisations within government jurisdiction, and the pitfalls for the unwary researcher using government data banks. Differences in the method of compiling information about citizens, and…

Better data is needed on disability in Global Partnership for Education (GPE) partner countries to understand the extent to which children with disabilities are excluded from education, so that countries can make evidence-based and inclusive education policy and plans, and progress can be monitored globally. As part of its work helping to build…

Injury by firearm is now the leading cause of death in children in the U.S.. Effective injury prevention requires first defining the problem and identifying risk and protective factors before implementing prevention strategies. There is no comprehensive source available to define firearm injuries, especially at the local level. We propose a local…

This paper argues for increased attention to quantitative literacy in undergraduate critical human geography curriculum. The rationale is twofold: On the one hand, it is increasingly easy to integrate quantitative material into curriculum, given the widespread availability of open-source or low-cost platforms for interpreting data. On the other…

Anchor movements rest on the premise that people- and place-based initiatives can be mutually reinforcing. The community development movement, however, has been haunted for years by the people-place dilemma -- the idea that efforts to help people harm efforts to uplift places and vice versa. Most of the literature on the anchor strategy has…

Using census data from 2001 to 2016, we provide evidence that the French language is gaining ground in Quebec. We show that the apparent decline of French in Quebec is linked to a rise in multilingualism, especially when French is one of the multiple languages spoken. We argue that the census statistics are distorted by inter-linguistic marriages…

Purpose: This paper explores the economic and social effects of human capital investment in the 20th century. As well as drawing on census data and statistical yearbooks in Australia and Aoteoroa/New Zealand, the paper develops its argument by an intersection of scholarly work in sociology, economics and the history of education to consider the…

Drawing on data from the U.S. Census Bureau, the author highlights the increasing diversity of family structures, roles, and trajectories. Teachers, he writes, need to be able to talk about "the family" without imposing a narrow definition of family structure. At the same time, teachers need to celebrate the common values that underlie…

This paper critically explores how survey and routinely collected data could aid in assessing the generalisability of public health evidence. We propose developing approaches that could be employed in understanding the relevance of public health evidence, and investigate ways of producing meta-analytic estimates tailored to reflect local…

Accurate census data is essential for a variety of government planning functions and plays an important methodological role in social science. This article responds to issues raised by Alice Sullivan concerning how the UK 2021 census will ask about sex and gender. The two-centuries-old question about male/female sex is not ideal, even with the new…

Responses to our survey of national community and higher education Asian American and Pacific Islander (AAPI) leaders regarding personal and professional experiences with discrimination are consistent with other reports on AAPI challenges. The diverse AAPI community (6%) is the fastest growing ethnic group in the United States. We are optimistic…