This article describes quantitative observation as a method for understanding college educational experiences. Quantitative observation has been used widely in several fields and in K-12 education, but has had limited application to research in higher education and student affairs to date. The article describes the central tenets of quantitative…

This dissertation is aimed at investigating the impact of missing data and evaluating the performance of five selected methods for handling missing responses in the implementation of Cognitive Diagnostic Models (CDMs). The five methods are: a) treating missing data as incorrect (IN), b) person mean imputation (PM), c) two-way imputation (TW), d)…

A commonly accepted claim in mathematics education is that there is a relationship between the cognitive demand of mathematical task enactments and students' subsequent learning. One study often cited to support this claim is Stein and Lane (1996), and in 44% of those citations, Stein and Lane (1996) is the sole reference provided. Citation…

This report describes the construction of the database of skill needs indicators, i.e. the OECD Skills for Jobs Database, and presents initial results and analysis. It identifies the existing knowledge gaps concerning skills imbalances, providing the rationale for the development of the new skill needs and mismatch indicators. Moreover, it…

Purpose: The purpose of this paper is to explain how rapid ethnography (RE) is used to understand the business decision-making process of micro-entrepreneurs. The objective of this paper is to highlight the applicability of RE in entrepreneurship research and outline practical strategies that can be used by future RE researchers.…

This article evaluates how a plurality of research methods has served a research program that has functioned in a much-needed area of research: the role of housing and recovery residences in addiction recovery. The review focuses on one mutually supportive recovery residence model, called Oxford House, which represents more than 1,700 democratic,…

Researchers in many fields, especially those engaged in the study of gender-based violence, have shown an interest in using mixed designs as innovative methodological procedures to transform social realities. In this article, we introduce the "communicative evaluation of social impact" as a methodological tool to reveal the social impact…

Respondent attrition is a common problem in national longitudinal panel surveys. To make full use of the data, weights are provided to account for attrition. Weight adjustments are based on sampling design information and data from the base year; information from subsequent waves is typically not utilized. Alternative methods to address bias from…

With intersectional frameworks gaining in popularity within higher education scholarship, we explored the potential of intersectionality to produce nuanced understandings of college student identity without obscuring its mission to examine overlapping axes of power. This article highlights significant areas for consideration for qualitative…

This special issue is devoted to describing and evaluating new methods for analyzing online writing processes in a second language (L2). As all the contributors have stated, the aim is to identify the cognitive processes underlying writing. The ultimate aim is to employ observations and experimental manipulations of these processes to build…

Studies of early childhood educators' perceptions of work intensity and complexity have shown that ensuring a good balance between workload and the time needed to complete the work is critical for work quality, work satisfaction, and staff retention. This article explores the possibilities of time-use data for making visible the diversity and…

Reproducibility crises have arisen in psychology and other behavioral sciences, spurring efforts to ensure research findings are credible and replicable. Although reforms are occurring at professional levels in terms of new publication parameters and open science initiatives, the credibility and reproducibility of undergraduate research deserves…

Purpose: While the current knowledge in the field of educational leadership and management (EDLM) has been primarily based on research produced in English-speaking Western societies, there have been significant efforts by other societies to contribute to the knowledge production, especially during the past decade. The purpose of this paper is to…

Recent advances in computational linguistics and the social sciences have created new opportunities for the education research community to analyze relevant large-scale text data. However, the take-up of these advances in education research is still nascent. In this article, we review the recent automated text methods relevant to educational…

A research methods and statistics course is a crucial component of any health care professions program. Statistics is a difficult subject for students to learn, but studies have shown implementing short video lectures in the online platform can enhance student learning and improve course success rates. The purpose of this paper is to detail the…