From Data to Decisions in Music Education Research
From Data to Decisions in Music Education Research

Author: Brian C. Wesolowski

Publisher: Routledge

Published: 2022-02-22

Total Pages: 662

ISBN-13: 1000534766

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From Data to Decisions in Music Education Research provides a structured and hands-on approach to working with empirical data in the context of music education research. Using step-by-step tutorials with in-depth examples of music education data, this book draws upon concepts in data science and statistics to provide a comprehensive framework for working with a variety of data and solving data-driven problems. All of the skills presented here use the R programming language, a free, open-source statistical computing and graphics environment. Using R enables readers to refine their computational thinking abilities and data literacy skills while facilitating reproducibility, replication, and transparency of data analysis in the field. The book offers: A clear and comprehensive framework for thinking about data analysis processes in a music education context. An overview of common data structures and data types used in statistical programming and data analytics. Techniques for cleaning, preprocessing, manipulating, aggregating, and mining data in ways that facilitate organization and interpretation. Methods for summarizing and visualizing data to help identify structures, patterns, and trends within data sets. Detailed applications of descriptive, diagnostic, and predictive analytics processes. Step-by-step code for all concepts and analyses. Direct access to all data sets and R script files through the accompanying eResource. From Data to Decisions in Music Education Research offers a reference "cookbook" of code and programming recipes written with the graduate music education student in mind and breaks down data analysis processes and skills in an approachable fashion. It can be used across a wide range of graduate music education courses that rely on the application of empirical data analyses and will be useful to all music education scholars and professionals seeking to enhance their use of quantitative data.

From Data to Decisions in Music Education Research
From Data to Decisions in Music Education Research

Author: Brian C. Wesolowski

Publisher: Taylor & Francis

Published: 2022-02-22

Total Pages: 520

ISBN-13: 1000534677

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From Data to Decisions in Music Education Research provides a structured and hands-on approach to working with empirical data in the context of music education research. Using step-by-step tutorials with in-depth examples of music education data, this book draws upon concepts in data science and statistics to provide a comprehensive framework for working with a variety of data and solving data-driven problems. All of the skills presented here use the R programming language, a free, open-source statistical computing and graphics environment. Using R enables readers to refine their computational thinking abilities and data literacy skills while facilitating reproducibility, replication, and transparency of data analysis in the field. The book offers: A clear and comprehensive framework for thinking about data analysis processes in a music education context. An overview of common data structures and data types used in statistical programming and data analytics. Techniques for cleaning, preprocessing, manipulating, aggregating, and mining data in ways that facilitate organization and interpretation. Methods for summarizing and visualizing data to help identify structures, patterns, and trends within data sets. Detailed applications of descriptive, diagnostic, and predictive analytics processes. Step-by-step code for all concepts and analyses. Direct access to all data sets and R script files through the accompanying eResource. From Data to Decisions in Music Education Research offers a reference "cookbook" of code and programming recipes written with the graduate music education student in mind and breaks down data analysis processes and skills in an approachable fashion. It can be used across a wide range of graduate music education courses that rely on the application of empirical data analyses and will be useful to all music education scholars and professionals seeking to enhance their use of quantitative data.

Collecting, Analyzing and Reporting Data
Collecting, Analyzing and Reporting Data

Author: Colleen Conway

Publisher: Oxford University Press

Published: 2020-03-02

Total Pages: 193

ISBN-13: 0190920955

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In a newly updated paperback release, Collecting, Analyzing, and Reporting Data considers an array of strategies for working with qualitative data in American music education. Observations, interviews, focus groups, document analysis and music-making as data reveal unique potential to inform the field of music education. The capabilities of digital technologies to collect and analyze data, as well as the challenges they present, are examined in the context of an increasingly digitized American society. Guidance is provided to the researcher to understand their role and the ethical landscape they navigate. Collecting, Analyzing, and Reporting Data is the second of three paperback volumes derived from the original Oxford Handbook of Qualitative Research in American Music Education, which outlines the history of qualitative research in music education and explores the contemporary use of qualitative approaches in examining issues related to music teaching and learning.

Transforming Teaching and Learning Through Data-Driven Decision Making
Transforming Teaching and Learning Through Data-Driven Decision Making

Author: Ellen B. Mandinach

Publisher: Corwin Press

Published: 2012-04-10

Total Pages: 281

ISBN-13: 1412982049

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"Gathering data and using it to inform instruction is a requirement for many schools, yet educators are not necessarily formally trained in how to do it. This book helps bridge the gap between classroom practice and the principles of educational psychology. Teachers will find cutting-edge advances in research and theory on human learning and teaching in an easily understood and transferable format. The text's integrated model shows teachers, school leaders, and district administrators how to establish a data culture and transform quantitative and qualitative data into actionable knowledge based on: assessment; statistics; instructional and differentiated psychology; classroom management."--Publisher's description.

Music Education Research
Music Education Research

Author: Peter Miksza

Publisher: Oxford University Press

Published: 2023

Total Pages: 489

ISBN-13: 0197639755

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Designed to be used as a primary text in introductory research methods courses, Music Education Research: An Introduction aims to orient even the most novice researchers toward basic concepts and methodologies. Offering sustained attention to historical, philosophical, qualitative, quantitative, and action research approaches, the book includes overviews of how to read, interpret, design, and implement research within each framework. Readers will also find advice for conducting a review of research literature, scholarly writing, and disseminating research. All in all, the book serves as an invitation to consider how conducting research can serve to satisfy curiosities while also contributing to our collective professional knowledge. Drawing from classroom-tested material and the authors' many collective years of experience as instructors of research method courses and mentors to music education graduate students, this book is a must-have resource for masters and doctoral students in search of a thorough and approachable overview of music education research.

Clifford K. Madsen's Contributions to Music Education and Music Therapy
Clifford K. Madsen's Contributions to Music Education and Music Therapy

Author: Jessica Nápoles

Publisher: Routledge

Published: 2020-02-20

Total Pages: 174

ISBN-13: 1000055469

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Clifford K. Madsen’s Contributions to Music Education and Music Therapy: Love of Learning summarizes the life and work of Dr. Clifford Madsen, a luminary in music education and author of a dozen books, the first recipient of the Senior Researcher Award from the Music Educators National Conference, and mentor and teacher to generations of music educators and music therapists. This text presents Madsen’s philosophy, career, and legacy through an exploration of primary sources and extensive interviews with former students, outlining the philosophical tenets Madsen espouses while contextualizing those tenets within his teachings, research, and service. What began as an exercise to record Madsen’s work for archival purposes resulted in a study of how his philosophy manifested in a significant offering to music educators. Throughout a prolific academic career, Dr. Madsen has led Florida State University to a position of preeminence in the fields of music education and music therapy. Yet as detailed here, his greatest impact goes beyond lesson plans and syllabi, epitomized by a love of learning. As Bob Duke stated, "What is monumental about Cliff is not what he has written. It is what he has done as a human being for other human beings."

Statistics in Music Education Research
Statistics in Music Education Research

Author: Joshua A. Russell

Publisher: Oxford University Press

Published: 2018

Total Pages: 353

ISBN-13: 0190695218

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In Statistics in Music Education Research, author Joshua Russell explains the process of using a range of statistical analyses from inception to research design to data entry to final analysis using understandable descriptions and examples from extant music education research. He explores four main aspects of music education research: understanding logical concepts of statistical procedures and their outcomes; critiquing the use of different procedures in extant and developing research; applying the correct statistical model for not only any given dataset, but also the correct logic determining which model to employ; and reporting the results of a given statistical procedure clearly and in a way that provides adequate information for the reader to determine if the data analysis is accurate and interpretable. While it is written predominately for graduate students in music education courses, Statistics in Music Education Research will also help music education researchers and teachers of music educators gain a better understanding of how parametric statistics are employed and interpreted in music education.

Approaches to Qualitative Research
Approaches to Qualitative Research

Author: Colleen Conway

Publisher: Oxford University Press

Published: 2020-03-02

Total Pages: 241

ISBN-13: 0190920912

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In this newly updated collection, a diverse roster of scholars place qualitative research in music education into its historical context, while providing readers with epistemological foundations and theoretical frameworks that can be applied to a range of teaching and learning contexts. Ethnography, phenomenology, case study, narrative, and practitioner inquiry are explored, as well as the emergence of mixed methods research in music education, rounding out a comprehensive overview of these qualitative research practices. Filled with cogent and practical insights from wide-ranging theoretical discourses, Approaches to Qualitative Research is a go-to guidebook for beginning research students and advanced practitioners alike. Approaches to Qualitative Research is the first of three paperback volumes derived from the original Oxford Handbook of Qualitative Research in American Music Education, which outlines the history of qualitative research in music education and explores the contemporary use of qualitative approaches in examining issues related to music teaching and learning.

Design and Analysis for Quantitative Research in Music Education
Design and Analysis for Quantitative Research in Music Education

Author: Peter Miksza

Publisher: Oxford University Press

Published: 2018-02-01

Total Pages: 305

ISBN-13: 0190869585

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In recent years, academics and professionals in the social sciences have forged significant advances in quantitative research methodologies specific to their respective disciplines. Although new and sophisticated techniques for large-scale data analyses have become commonplace in general educational, psychological, sociological, and econometric fields, many researchers in music education have yet to be exposed to such techniques. Design and Analysis of Quantitative Research in Music Education is a comprehensive reference for those involved with research in music education and related fields, providing a foundational understanding of quantitative inquiry methods. Authors Peter Miksza and Kenneth Elpus update and expand the set of resources that music researchers have at their disposal for conceptualizing and analyzing data pertaining to music-related phenomena. This text is designed to familiarize readers with foundational issues of quantitative inquiry as a point of view, introduce and elaborate upon issues of fundamental quantitative research design and analysis, and expose researchers to new, innovative, and exciting methods for dealing with complex research questions and analyzing large samples of data in a rigorous and thorough manner. With this resource, researchers will be better equipped for dealing with the challenges of the increasingly information-rich and data-driven environment surrounding music education. An accompanying companion website provides valuable supplementary exercises and videos.

Critical Essays in Music Education
Critical Essays in Music Education

Author: MarveleneC. Moore

Publisher: Routledge

Published: 2017-07-05

Total Pages: 553

ISBN-13: 1351570552

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This volume of essays references traditional and contemporary thought on theory and practice in music education for all age groups, from the very young to the elderly. The material spans a broad range of subject areas from history and philosophy to art and music, and addresses issues such as curriculum, pedagogy, assessment and evaluation, as well as current issues in technology and performance standards. Written by leading researchers and educators from diverse countries and cultures, this selection of previously published articles, research studies and book chapters is representative of the most frequently discussed and debated topics in the profession. This volume, which documents the importance of lifelong learning, is an indispensable reference work for specialists in the field of music education.