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![]() Holding
a Constant Force
Experiment Profile
Summary This finger force experiment is an excellent activity to introduce students to the basic measurement unit of force--the newton--and to develop their thinking and analysis skills. The activity is in itself very simple, but there are many opportunities for analysis, spread sheet skills and applied math to condense the data collected from the force probe into a more useful result. To perform the experiment, have each student hold the force probe in their hand and try as best as they can to hold a constant force on the probe for the duration of one trial. Trials are typically thirty to sixty seconds in length using a sample rate of 100 samples per second. A typical value of force to use as a target is 20 newtons. Several trials of holding a constant force are collected, from both the same student and other students. The analysis section of the activity comes from the comparisons of the results. It is very difficult to look at the raw data, either in graph form or tabular form, and determine which trial is actually the closest to the objective. By applying some simple math concepts and using the Excel spreadsheet, the student can reduce each trial to a single number. This number can be used as a "score", for easy comparison with other trials. There are several acceptable ways to produce this "score", and even more ways to compare the data statistically. This provides for a lively classroom discussion of methods and techniques and helps develop the problem-solving and thinking skills of the students. The Excel spread sheet is employed to perform the hundreds of calculations involved, demonstrating the power of the computer to analyze data.
Materials
Background The muscles of the human body can be employed to perform many tasks. It is rare in nature that they are called upon to hold something steady. Try holding a small weight out at arm’s length for thirty seconds. This thirty seconds can seem like a very long time. Fine motor control is a learned skill, and a variety of feedback mechanisms are used by the brain to help control the muscles. The main feedback is usually visual, but the touch sensors of the body are also used. The level of control varies widely between students, with much variation observed between young students in the primary grades, and older students of high school age. By employing the computer and the ThinkStation Probeware System, several additional feedback mechanisms become available. The subject can look at the graph as the data is collected, or look at the digital display of the force measurement. Students can discuss which feedback mechanism is the most effective. The data can be analyzed in many ways. In this experiment, we will use a sum of difference technique. Using the spread sheet and the data in tabular format, each measurement of force is subtracted from the desired "target" value of 20 newtons. The result is the "error" of each measurement. These error values are then summed to create the score. Using this technique, a perfect score would be zero, with the increasing score indicating a trial that is farther away from the intended result. Students can compare their "scores" after several trials and determine the best approaches to holding a constant force. The simple difference calculation for error does not create the desired result. A student with equal measurements above and below the desired target value would achieve a score of zero. The absolute value function must be used such that the error values are always positive. It is generally best to allow the students to discover this requirement on their own. Other analysis techniques can be employed to examine this data. The students could compare averages, means, standard deviations or a variety of other statistical terms to compare results. The activity can be changed to a different objective, such as minimizing the standard deviation. Many possibilities for evaluation of the data exist, and each can be discussed in the classroom. This is the true objective of the Finger Force experiment.
Procedure Collecting Data with the Force Probe
Analysis of the Data
Assessment To confirm the students understanding of the analysis techniques employed, ask them to discuss other approaches to calculating the score. Discuss the merits and shortfalls of any alternative approaches. For example, the students could use the Mean and Standard Deviation function available in Excel to examine the data, and compare results using these metrics. How could the absolute value of the error be computed if Excel did not provide an absolute value function? How was it done in the "old" days? Does the square root of the sum of the squares provide the same result? Can the square and square root functions be employed to achieve the absolute value of a number? Extensions
This activity will produce the opportunity for a variety of classroom discussions. The objective is to engage your students’ thinking processes and help them develop problem-solving skills while employing the tools of technology. Can you imagine doing this activity without a probeware system and a computer? It would be very tedious and time consuming. We at Team Labs would be very interested in any classroom applications of this activity or feedback you wish to provide. Please send any questions or comments to webmaster@teamlabs.com.
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