Name: measuring error in scientific data
Uploaded: 2023-09-22T11:49:39.000Z
Duration: 1 min 20 s
Channel: JoVE

측정 프로세스의 오류는 일반적인 문제입니다. 이러한 오류는 무작위 및 체계의 두 가지 범주로 나뉩니다.
무작위 오류는 측정 프로세스의 불일치 또는 측정되는 양의 변동으로 인해 발생합니다. 이로 인해 실제 값 주변에서 너무 높거나 너무 낮은 변동이 발생합니다.
캘리퍼스를 사용하여 지렁이의 길이를 측정하는 과학자를 생각해 보십시오. 과학자가 비늘을 올바르게 읽지 못하거나 측정하는 동안 지렁이가 지속적으로 몸을 움직이면 잘못된 길이 측정이 발생할 수 있습니다.
무작위 오류는 피할 수 없지만 반복되는 시행을 통해 평균을 낼 수 있습니다.
시스템 오류는 지속적인 문제의 결과이며 측정에서 일관된 불일치로 이어집니다. 이러한 오류는 실제 값에 비해 너무 높거나 너무 낮은 경향이 있습니다. 예를 들어, 부적절하게 교정된 칭량 저울을 사용하여 분동을 측정하는 경우가 있습니다.
이것들은 예측 가능하고 대부분 악기와 관련이 있습니다. 그러나 무작위 오차와 달리 반복 측정으로 평균을 낼 수 없습니다.

무작위적이고 체계적인 오류

과학자들은 항상 최고의 정확성과 정밀도로 측정값을 기록하기 위해 최선을 다합니다. 그러나 때로는 오류가 발생합니다. 이러한 오류는 무작위적이거나 체계적일 수 있습니다. 측정 과정의 불일치나 변동, 측정되는 양 자체의 변화로 인해 무작위 오류가 관찰됩니다. 이러한 오류는 반복 측정 시 실제 값보다 크거나 작거나 변동합니다. 자를 사용하여 지렁이의 길이를 측정하는 과학자를 생각해 보십시오. 이 측정 과정에서 무작위 오류는 과학자가 저울을 읽는 일관되지 않은 방법이나 지렁이가 움직이는 경우에 발생할 수 있습니다. 무작위 오류는 피할 수 없습니다. 그러나 반복적인 시도를 통해 평균을 낼 수 있습니다.

체계적인 오류는 지속적인 문제로 인해 발생하며 지속적인 측정 불일치로 이어집니다. 이러한 오류는 지속적으로 실제 값보다 크거나 작은 경향이 있습니다. 이는 예측 가능하며 본질적으로 대부분 도구입니다. 예를 들어, 부적절하게 보정된 계량 저울은 실제 값보다 더 무거운 물체의 무게를 지속적으로 측정할 수 있습니다. 무작위 오류와 달리 시스템 오류는 반복 측정으로 평균을 낼 수 없습니다.

이 텍스트는 <a .="" href="https://openstax.org/books/chemistry-2e/pages/1-5-measurement-uncertainty-accuracy-and-precision">Openstax, 화학 2e, 섹션 1.5: 측정 불확실성, 정확성 및 정밀도.</a>

과학자들은 항상 최대한의 정확성과 정밀도로 측정값을 기록하기 위해 최선을 다합니다. 그러나 때때로 오류가 발생합니다. 이러한 오류는 다음과 같을 수 있습니다.

Education

교육

JoVE Core

Mechanical Engineering

기계공학

Unit 1

제1단원

Physics Basics

물리학 기초

KEY TERMS AND CONCEPTS

주요 용어 및 개념

Random and Systematic Errors

measuring error in scientific data

Random and systematic errors affect scientific measurements. Random errors cause values to spread around the true value. They make repeated measurements less consistent. Systematic errors shift measurements in the same direction each time.

Understanding both kinds of error helps students judge data quality. Random error can come from small changes during measurement. Systematic error can come from a biased tool or method. Scientists look for these patterns so they can improve results and interpret data more carefully.

Measuring Error in Scientific Data

introduction to scalers

Scalar Quantities in Physics

Scalar quantities in physics have size only. They do not include direction. This makes them different from vector quantities. Common scalar examples include mass, temperature, time, and energy. Each one can be described with a number and a unit. Because direction is not part of the value, scalars are often easier to compare and measure.

vector or cross product

Cross Product of Two Vectors

The cross product of two vectors gives a new vector that is related to both original vectors. It is also called the vector product. In many physics problems, this operation helps describe quantities that depend on direction as well as size. The result of a cross product has a direction set by the two input vectors. It is not the same as ordinary multiplication. The transcript focuses on the vector or cross product as a core vector operation students use when working with vectors in science.

introduction to vectors

Vectors in Motion and Direction

Vectors describe quantities that have both size and direction. They are used in physics to show how motion, force, and other quantities act in space. A vector can be represented with an arrow. The length of the arrow shows the size, and the arrowhead shows the direction. This makes vectors useful for comparing how one quantity points relative to another. Scalars are different because they have size only and no direction. Understanding the difference between vectors and scalars is an important...

units and standards of measurement

Measurement Units, Standards, and SI Basics

Measurement units, standards, and SI basics help scientists describe physical quantities clearly. A unit gives a number meaning, while a standard provides a fixed reference for that measurement. Together, they make results easier to compare and understand. The International System of Units, or SI, is the most common measurement system in science. It uses agreed-upon base units for common quantities. These standards reduce confusion when measurements are shared across labs, classrooms, and...

accuracy and precision

Measurement Errors, Accuracy, and Precision

Measurement errors can affect how close a result is to the true value and how consistent repeated results are. Accuracy describes how close a measurement is to the accepted or true value. Precision describes how close repeated measurements are to one another. A result can be accurate, precise, both, or neither. A set of measurements may cluster tightly together and still be far from the true value. Another set may include values spread out from one another, even if one of them is close to the...

rules of significant figures

Counting Significant Figures in Measurements

Significant figures help students record measurements with the correct level of precision. They show which digits in a number are meaningful and which only help place the decimal point. In science class, this idea matters when writing and comparing measured values. The rules for significant figures explain how to count these digits in different numbers. Some digits are always counted, while others depend on where they appear in the number. Learning the rules makes it easier to report answers...

random and systematic errors

Random and systematic errors affect scientific measurements. Random errors cause values to spread around the true value. They make repeated measurements less consistent. Systematic errors shift measurements in the same direction each time. Understanding both kinds of error helps students judge data quality. Random error can come from small changes during measurement. Systematic error can come from a biased tool or method. Scientists look for these patterns so they can improve results and...

position and displacement

Tracking Motion with Position and Displacement

Position and displacement are key ideas in straight-line motion. Position tells where an object is located compared with a chosen starting point, called the origin. Displacement describes how far and in what direction the object has moved from its starting position. These ideas help describe motion clearly. Position can change as an object moves. Displacement focuses on the change in position, not just the path taken. That makes it useful for comparing motion in a simple and precise way.

position and displacement vectors

Using Vectors to Describe Motion

Position and displacement vectors describe motion in physics. A position vector shows where an object is located relative to a chosen origin. A displacement vector shows how far and in what direction the object moves from one point to another. These vectors are useful because they give a clear way to track movement in space. The video connects position and displacement to the idea of a reference point and shows how direction matters as much as distance. That makes them important for describing...

mass and weight

How Mass Differs from Weight

Mass and weight are related, but they are not the same. Mass is the amount of matter in an object. Weight is the force of gravity acting on that object. This difference matters because mass stays the same even when gravity changes. Weight can change if the gravitational pull changes. A person or object therefore has the same mass, but not always the same weight. The terms are often used in everyday speech as if they mean the same thing. In physics, they describe two different ideas.

acceleration due to gravity on earth

Free-Fall Acceleration on Earth

Free-fall acceleration on Earth describes how fast an object speeds up when gravity is the only force acting on it. Near Earth’s surface, this acceleration is nearly constant for many everyday situations. Gravity pulls objects toward Earth and gives them downward acceleration. This motion is often written as g, and it helps explain why falling objects gain speed as they move downward. The value of g is commonly used in physics to predict the motion of objects dropped or released near the...

tension

Tension in Ropes and Strings

Tension is the pulling force carried by a rope, string, or cable when it is stretched by a load. In physics, this force acts along the length of the object and pulls away from the objects at each end. A stretched rope can support a hanging mass because the tension in the rope balances the weight of the load. The same idea appears in many everyday situations, such as a cable holding a sign or a string lifting an object. Understanding tension helps students connect force diagrams to real motion.

gravitational force

How Gravity Acts Between Objects

Gravity is a force that pulls objects toward one another. On Earth, this force gives objects weight and keeps people, water, and other materials from drifting away. It also helps explain why planets and moons stay in motion around larger bodies. The strength of gravitational force depends on the masses of the objects involved. Larger masses create a stronger pull, while smaller masses create a weaker one. The distance between objects also matters, because gravity becomes weaker as objects move...

key terms and concepts

Learn how random and systematic errors affect scientific measurements, why they matter, and how they change the way students judge data quality.

Measuring Error in Scientific Data | JoVE K12

JoVE Core Mechanical Engineering offers concise, easy-to-understand animated videos covering key topics such as equilibrium, forces, truss analysis, and structural mechanics. Explore their real-world applications, and witness these concepts in action through scientist-led experiments.

mechanical engineering

Measuring Error in Scientific Data

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Transcript