May 1, 2024
Updated May 10, 2025
22 minute read
Measurement, at its core, is the process of associating numbers or symbols with objects or events according to a defined set of rules. This seemingly simple act is fundamental to our understanding of the world. It allows us to quantify, compare, and ultimately make sense of the phenomena around us. From the precise measurements required in scientific laboratories to the everyday act of measuring ingredients for a recipe, measurement underpins countless aspects of modern life.
The ability to measure provides a powerful lens through which we can observe and interact with our environment. It enables us to track changes over time, identify patterns, and make informed decisions. Imagine trying to build a house without rulers, or a doctor diagnosing an illness without temperature readings or blood tests. The world as we know it would be vastly different, and far more uncertain. It's this power to reduce uncertainty and enable comparison, prediction, and control that makes measurement so engaging and critical.
Historical Perspectives and Philosophical Foundations
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Reading list
We've selected 23 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Measurement.
An introduction to measurement and instrumentation covering both theory and practical applications. It's suitable for students and professionals in engineering, physics, and other scientific fields.
This text offers a state-of-the-art introduction to psychometric theory, incorporating developments from the past two decades. It uses a latent variable modeling framework and provides an applied approach with numerous examples. is suitable for advanced undergraduate and graduate students and can serve as a textbook in psychometrics and measurement courses. Prerequisites include an introduction to statistics.
This handbook covers important topics in educational measurement and psychometrics with a focus on applying these concepts using the R statistical software. It includes classical test theory, item response theory, and factor analysis. It valuable resource for students, researchers, and practitioners, particularly those interested in the practical application of measurement techniques and data analysis in R. It can complement a theory-based textbook.
This comprehensive text covers the theory and practice of educational measurement, including test development, validity, reliability, and scoring. It foundational book in the field and is often used as a graduate-level textbook. It provides in-depth coverage of measurement issues specific to educational settings.
Focuses on the practical aspects of measurement and data analysis, providing guidance on experimental design, data collection, and data interpretation. It's suitable for students and professionals in engineering, science, and other quantitative fields.
Challenges the idea that certain things are immeasurable, particularly in a business context. It provides a framework and methods for measuring seemingly intangible concepts. It is highly relevant for professionals and students interested in applying measurement principles to decision-making and risk assessment in various fields beyond traditional science.
Focuses on measurement in the context of digital analytics, explaining how to capture and use digital data to understand user behavior and improve digital experiences. It is highly relevant for marketing, business, and technology professionals and students interested in measurement in the digital realm.
Provides a practical guide to developing measurement scales, a common task in social science research and psychometrics. It covers the theoretical underpinnings and practical steps involved in creating reliable and valid measures. It useful resource for students and researchers who need to develop their own instruments for measurement.
Focuses specifically on measurement in the context of user experience (UX). It provides practical guidance on selecting, collecting, analyzing, and presenting UX metrics. The third edition includes updated research, case studies, and examples using Excel. It valuable resource for UX professionals, researchers, and students in HCI or HFE programs and can be used as a reference or textbook.
Provides a thorough introduction to the principles and practices of measurement systems, covering topics such as sensors, data acquisition, and signal processing. It's suitable for students and professionals in engineering and related fields.
Provides a thorough treatment of measurement uncertainty, covering topics such as probability theory, statistical inference, and uncertainty propagation. It's suitable for researchers and professionals in measurement science and related fields.
A popular book in the field of web analytics, this resource provides a framework and practical guidance for measuring and analyzing online data to understand customer behavior and improve website performance. It valuable resource for digital marketers and analysts.
This handbook offers a comprehensive overview of the physics, design, and applications of modern sensors across various fields. It valuable reference for students, researchers, and engineers working with sensors and instrumentation. It delves into the technical aspects of how measurements are made in physical systems.
Explores the science and design of educational assessment, linking cognitive science to measurement theory. It discusses how assessments can be designed to provide better insights into student learning. It is relevant for educators, researchers, and policymakers interested in the theory and practice of educational measurement.
Offers a practical approach to performance measurement using the PuMP blueprint, focusing on developing meaningful key performance indicators (KPIs). It is geared towards professionals seeking to improve how they measure performance in their organizations.
Delves into the philosophical and conceptual foundations of psychometrics and the measurement of psychological attributes. It challenges traditional views and offers a contemporary perspective on what it means to measure psychological constructs. It is suitable for advanced students and researchers interested in the theoretical underpinnings of psychological measurement.
This textbook explores the principles and practices of measuring social media communication. It covers strategic tools and best practices for analyzing social media data to understand audience engagement and business outcomes. It is relevant for students and practitioners in digital media and marketing.
This classic book offers a historical critique of the concept of intelligence measurement and the biases that have influenced it. While not a how-to guide on measurement, it provides crucial context on the potential pitfalls and societal implications of measurement, particularly in the social sciences. It is highly relevant for understanding the ethical and historical dimensions of measurement.
This textbook provides a broad introduction to statistical methods commonly used in the social sciences, with significant coverage of measurement concepts, data types, and the implications of measurement for analysis. It solid resource for undergraduate and graduate students needing a foundation in statistics as it relates to measurement in social contexts.
Considered a classic in psychometrics, this book lays out the mathematical and statistical theory behind mental testing. While older, it provides foundational concepts that are still relevant today. It is best suited for those with a strong quantitative background seeking to understand the historical development of psychometric theory.
This concise book provides a broad overview of the concept of measurement, its history, and its importance in various fields. It is an excellent starting point for anyone looking to gain a general understanding of what measurement is and why it matters. It is accessible to a wide audience.
This widely used textbook in analytical chemistry, focusing on the principles and applications of various analytical instruments used for making physical and chemical measurements. While specific to chemistry, it provides a strong foundation in the practical aspects of measurement, instrumentation, and data analysis in a scientific context.
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