In sample designs, it is commonly recognized that using auxiliary information significantly increases an estimator's precision. This manuscript introduces an weighted strategy for computing the finite population mean using auxiliary information in sample surveys. The equations for the mean squared error ("MSE") of the proposed estimator…

Insufficient wages and unequal pay create challenges in attracting and retaining high-quality early educators, critical for young children's success in early care and education (ECE) programs. While ECE professional wages are already lower than similar workers, there may be wage disparities based on race/ethnicity and gender within the workforce.…

Directed acyclic graphs (DAGs) are now a popular tool to inform causal inferences. We discuss how DAGs can also be used to encode theoretical assumptions about nonprobability samples and survey nonresponse and to determine whether population quantities including conditional distributions and regressions can be identified. We describe sources of…

The objective of our project was to develop a smartphone app for administering shorter ("modular") surveys. Given the paucity of research on this topic, we decided to use "co-design" techniques to generate design solutions. To implement these techniques, we recruited respondents in the survey target population to work in small…

A group of U.S. school speech-language pathologists (SLPs; N = 233), via survey, provided the following business-as-usual (BAU) augmentative and alternative communication (AAC) practices: (a) service delivery models, (b) treatment intensity, (c) the number of aided models provided, and (d) caseload size and knowledge. In addition to descriptive…

The leaders of Networks for School Improvement (NSIs) have complex, challenging jobs which require constant learning and adaptation. To support these leaders, the contributors to this volume have developed a survey-based data visualization system--the Improvement Network Health Development (INHD) Information System--designed to generate insight…

Mokken Scale Analysis (MSA) is a nonparametric approach that offers exploratory tools for understanding the nature of item responses while emphasizing invariance requirements. MSA is often discussed as it relates to Rasch measurement theory, which also emphasizes invariance, but uses parametric models. Researchers who have compared and combined…

This is the second article in a series of three in this special issue on establishing a boundary object to foster network health and development. The first article laid out the theoretical rationale for an Improvement Network Health and Development Framework. This article details the efforts to develop a set of practical measures tied to this…

Extension has a role to play in workforce development by preparing the next generation to be successful communicators. While Extension 4-H youth programs have contributed to public speaking development since their inception, there has not been a validated instrument to assess young people's public speaking self-efficacy. We utilized an…

Rating scales are ubiquitous in the social sciences, yet may present practical difficulties when response formats change over time or vary across surveys. To allow researchers to pool rating data across alternative question formats, the article provides a generalization of the ordered logit model that accommodates multiple scale formats in the…

Linking survey and social media data has gained popularity. However, obtaining consent from respondents to link social media is a known challenge. Using data from a nationally representative survey of the U.K. this study investigated whether respondents' a) activity frequency, b) activity variety and c) technical skills with smartphones are…

This study investigates the effect of survey order in measuring self-reported cognitive load. Understanding how survey order influences responses is crucial, but it has been largely overlooked in the context of cognitive load. Using a 2 × 2 experimental design with 319 high school students, the study manipulated intrinsic cognitive load (ICL)…

Typically, families from ethnic minority backgrounds and socioeconomic disadvantage are underrepresented in research. Using secondary data from a survey of the language practices of multilingual families during the first wave of the COVID-19 pandemic, we sought to ascertain whether the unexpectedly large proportion of Bradford-based respondents…

Previous research on grid questions has mostly focused on their comparability with the item-by-item method and the use of shading to help respondents navigate through a grid. This study extends prior work by examining whether lexical similarity among grid items affects how respondents answer the questions in an experiment where we manipulated…

Only about 1% of the children receiving special education services are deaf or hard of hearing (DHH). This group of children is highly heterogeneous with respect to a range of factors such as age of onset, degree of hearing loss, language and communication choices and access, and educational settings. Capturing the complex background of a DHH…