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Multiple Regression in L2 Research: A Methodological Synthesis and Guide to Interpreting R2 Values
Multiple regression is a family of statistics used to investigate the relationship between a set
of predictors and a criterion (dependent) variable. This procedure is applicable in a variety of …
of predictors and a criterion (dependent) variable. This procedure is applicable in a variety of …
Effects of second language pronunciation teaching revisited: A proposed measurement framework and meta‐analysis
We propose a new framework for conceptualizing measures of instructed second language
(L2) pronunciation performance according to three sets of parameters:(a) the constructs …
(L2) pronunciation performance according to three sets of parameters:(a) the constructs …
Calculating the relative importance of multiple regression predictor variables using dominance analysis and random forests
A Mizumoto - Language Learning, 2023 - Wiley Online Library
Researchers often make claims regarding the importance of predictor variables in multiple
regression analysis by comparing standardized regression coefficients (standardized beta …
regression analysis by comparing standardized regression coefficients (standardized beta …
Using generative artificial intelligence for language education research: Insights from using OpenAI's ChatGPT
Abstract Progress made in Natural Language Processing (NLP) and Artificial Intelligence
(AI) in recent years has resulted in these tools becoming more accessible for individuals …
(AI) in recent years has resulted in these tools becoming more accessible for individuals …
Study quality as an intellectual and ethical imperative: A proposed framework
L Plonsky - Annual Review of Applied Linguistics, 2024 - cambridge.org
What is quality in the context of applied linguistic research? Addressing this question is both
an intellectual and ethical imperative for the field. Toward that end, I propose a four-part …
an intellectual and ethical imperative for the field. Toward that end, I propose a four-part …
[CARTE][B] Conducting quantitative research in education
Welcome to Conducting Quantitative Research in Education! This book has been written to
help support higher degree by research students, early career academics and life-long …
help support higher degree by research students, early career academics and life-long …
Replication in second language research: Narrative and systematic reviews and recommendations for the field
Despite its critical role for the development of the field, little is known about replication in
second language (L2) research. To better understand replication practice, we first provide a …
second language (L2) research. To better understand replication practice, we first provide a …
[CARTE][B] The Routledge handbook of research methods in applied linguistics
T McNamara, L Plonsky - 2020 - api.taylorfrancis.com
Description: New York: Taylor and Francis, 2020.| Series: Routledge handbooks in applied
linguistics| Includes bibliographical references and index. Identifiers: LCCN 2019031974 …
linguistics| Includes bibliographical references and index. Identifiers: LCCN 2019031974 …
Misconduct and questionable research practices: The ethics of quantitative data handling and reporting in applied linguistics
Scientific progress depends on the integrity of data and research findings. Intentionally
distorting research data and findings constitutes scientific misconduct and introduces …
distorting research data and findings constitutes scientific misconduct and introduces …
[HTML][HTML] A checklist to assess the quality of survey studies in psychology
Study quality is emerging as an essential component of evidence syntheses. It allows
practitioners and policymakers to make informed decisions based on the quality of the …
practitioners and policymakers to make informed decisions based on the quality of the …