E Direct and Indirect Measurements
A more-direct experimental test involves fewer assumptions about what the test measurements show, fewer and simpler transductions between the physical properties of what is measured and the output of the measuring device, and fewer transformations of the data needed to interpret the test.
Here's an example: Nobel Prize-winning neuroscientists David Hubel and Torsten Wiesel at first studied the mammalian visual system by recording the electrical activity of individual neurons in the brain while shining a light into (anesthetized) cats' or monkeys' eyes and mapping the locations of the neurons that were activated by each eye.15 After years of tedious effort, analyzing hundreds of cells one at a time and collating the results, they identified patterns (the “ocular dominance columns”) in the arrangement of the responsive neurons in the visual cortex. Discovery of these columns was a breakthrough in our understanding of how the brain processes visual information. Somewhat later, using a dye that could travel through the nerve fibers connecting the eye to the brain, they captured in a single histological image the same patterns, now formed by millions of dye-filled neurons, that they had struggled to decipher from the electrical measurements of single neurons. “Seeing is believing,” said Hubel as he displayed the picture at a large international conference, and the audience agreed: compared with the indirect information painstakingly assembled from reams of electrophysiological data, the pictorial evidence was impressively direct.
From a loftier perspective, essentially every test a scientist makes is indirect because the things a scientist is usually interested in are invisible or inaccessible. When scientists talk about doing direct tests, they are using “direct” as a relative term—it simply means more direct than other tests.
To see this, let's take measuring the pH of a solution as an example of a “direct” experimental test. A pH meter is supposed to determine the concentration of hydrogen ions in a solution, but it does not do that by counting ions, which are minute electrically charged particles. The meter responds to a difference in ionic charge separation, a gradient in the density of charged particles between the inside and the outside of the specialized glass sensor at the tip of the pH probe when the probe is in a watery solution. The charge separation, which is related to the hydrogen ion gradient, sets up a potential difference, a voltage, in the sensor that is measured with respect to a reference electrode in the testing solution. The voltage drives an electric current in the circuitry of the meter which translates the amount of current into a number on the digital display. Whew! But the complications do not end there: other ions and the temperature of the solution also influence the sensor. The measurement is so delicate that tiny changes in the numbers of ions coating the glass of the sensor or reference electrodes can throw things off. To make an accurate pH measurement, you must always start by adjusting the meter to ensure that it gives the correct value for the pH of known solutions. This is why we say that even apparently straightforward (i.e., “direct”) scientific measurements are, in truth, indirect.Our hypothesis regarding acid rain was actually about the hydrogen ion concentration in rain water, and one prediction that it made depended on the output of a pH meter. The convoluted process of testing this prediction is something to keep in mind when considering that modern science commonly uses measuring devices that are enormously more complicated than a pH meter.
With these philosophical notions in mind, we can turn to the philosopher who had the greatest influence on twentieth-century science, Karl Popper, and the philosophically minded scientist, John Platt, who added practical dimensions to Popper's ideas.
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