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| title | chunk | source | category | tags | date_saved | instance |
|---|---|---|---|---|---|---|
| Observation | 2/2 | https://en.wikipedia.org/wiki/Observation | reference | science, encyclopedia | 2026-05-05T03:44:26.241404+00:00 | kb-cron |
== Biases == Human senses do not function like an impartial recording device such as a video camcorder. Perception occurs through a complex, largely unconscious process of abstraction, in which certain elements of sensory input are selected and retained, while others are discarded. This selection process depends on an internal model of the world—referred to in psychology as a schema—that is shaped by past experiences. Sensory information is interpreted and stored based on this schema. During recall, gaps in memory may be unconsciously filled with information consistent with the schema, a process known as reconstructive memory. The degree of attention given to different aspects of a perceptual experience is influenced by an individual's internal value system, which prioritizes information based on perceived importance. As a result, two individuals observing the same event may remember it differently, potentially disagreeing on factual details. This subjectivity is a known limitation of eyewitness testimony, which research has shown to be frequently unreliable. In scientific practice, rigorous methods are employed to minimize such observational biases. These include careful documentation of experimental data, distinguishing clearly between raw observations and inferred conclusions, and implementing procedures such as blind and double blind experiment designs to control for subjective influence. Several of the more important ways observations can be affected by human psychology are given below.
=== Streetlight effect ===
=== Confirmation bias ===
Human observations are biased toward confirming the observer's conscious and unconscious expectations and view of the world; we "see what we expect to see". In psychology, this is called confirmation bias. Since the object of scientific research is the discovery of new phenomena, this bias can and has caused new discoveries to be overlooked; one example is the discovery of x-rays. It can also result in erroneous scientific support for widely held cultural myths, on the other hand, as in the scientific racism that supported ideas of racial superiority in the early 20th century.
=== Processing bias === Modern scientific instruments frequently perform extensive processing of "observations" before the results are presented to human observers. With the increasing use of computerized instruments, it can be difficult to determine the boundary between the act of observation and the interpretation or conclusion drawn from that data. This issue is particularly relevant in the context of digital image processing, where images used as experimental data in scientific publications are sometimes enhanced to emphasize specific features. While such enhancement can aid in highlighting relevant aspects of the data, it may also inadvertently reinforce the researcher's hypothesis, introducing a form of bias that is challenging to quantify. In response, some journals have established explicit guidelines regarding permissible types of image processing in published research. To safeguard against processing bias, many computerized systems are designed to store copies of the unprocessed or "raw" data captured by sensors. Likewise, scientific best practices require that original, unaltered images used as research data be preserved and made available upon request.
== See also ==
== References ==