Learning from errors: Exploration of the monitoring learning effect
Erica L Middleton1, Myrna F Schwartz1, Gary S Dell2
1Moss Rehabilitation Research Institute, 50 Township Line Rd, Elkins Park, PA 19027, USA.
Cognition
|February 26, 2022
Summary
People with aphasia learn better from naming errors they correct themselves. Spontaneous repair of errors, not just detection, improves future naming accuracy in individuals with aphasia.
Area of Science:
- Neuroscience
- Psycholinguistics
- Speech-Language Pathology
Background:
- Lexical access theories propose monitoring systems detect and correct errors.
- Previous research in aphasia suggests spontaneous error repair, not just detection, enhances future word retrieval.
- Understanding monitoring's role in learning is crucial for aphasia rehabilitation.
Purpose of the Study:
- To replicate the learning effect associated with spontaneous semantic error repair in a larger sample of individuals with aphasia.
- To investigate the specific contribution of self-generated repair to this monitoring-based learning.
- To refine theoretical models of lexical access and error monitoring in aphasia.
Main Methods:
- Twenty-four participants with chronic aphasia and naming impairments participated.
- A 660-item object naming task was administered at two time points.
- Naming trials were coded for accuracy, error type, and monitoring behaviors (detection with/without repair).
Main Results:
- The study replicated the finding that spontaneous repair of semantic naming errors leads to improved future naming accuracy.
- Enhanced accuracy was specifically linked to the learning from the initial error-repair event, not item difficulty.
- Self-generated repair led to greater learning compared to externally-provided corrective feedback on detected errors.
Conclusions:
- Spontaneous error detection and repair play a critical role in learning and improving word retrieval in aphasia.
- Self-initiated error correction appears to be a particularly effective mechanism for enhancing lexical learning.
- Findings support theories emphasizing the active role of monitoring in speech production and learning.
Related Concept Videos
Types of Errors: Detection and Minimization
3.9K
Error is the deviation of the obtained result from the true, expected value or the estimated central value. Errors are expressed in absolute or relative terms.
Absolute error in a measurement is the numerical difference from the true or central value. Relative error is the ratio between absolute error and the true or central value, expressed as a percentage.
Errors can be classified by source, magnitude, and sign. There are three types of errors: systematic, random, and gross.
Systematic or...
Absolute error in a measurement is the numerical difference from the true or central value. Relative error is the ratio between absolute error and the true or central value, expressed as a percentage.
Errors can be classified by source, magnitude, and sign. There are three types of errors: systematic, random, and gross.
Systematic or...
3.9K
Observational Learning
357
Albert Bandura's observational learning, also known as imitation or modeling, occurs when a person observes and imitates another's behavior. It is a quicker process than operant conditioning. A well-known example is the Bobo doll study, where children who saw an adult acting aggressively towards the doll were more likely to act aggressively when left alone, compared to those who observed a nonaggressive adult. Many psychologists view observational learning as a form of latent learning...
357
Cognitive Learning
692
Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
692
Systematic Error: Methodological and Sampling Errors
3.6K
In the case of systematic errors, the sources can be identified, and the errors can be subsequently minimized by addressing these sources. According to the source, systematic errors can be divided into sampling, instrumental, methodological, and personal errors.
Sampling errors originate from improper sampling methods or the wrong sample population. These errors can be minimized by refining the sampling strategy. Defective instruments or faulty calibrations are the sources of instrumental...
Sampling errors originate from improper sampling methods or the wrong sample population. These errors can be minimized by refining the sampling strategy. Defective instruments or faulty calibrations are the sources of instrumental...
3.6K
Purposive Learning
215
E. C. Tolman emphasized the purposiveness of behavior — the idea that much of our behavior is goal-directed. For instance, employees who aim for a promotion work diligently to meet their targets. Tolman argued that when classical conditioning and operant conditioning occur, the organism acquires certain expectations. In classical conditioning, a child might fear a dog because they expect it to bite. In operant conditioning, a person might consistently work overtime because they expect a...
215
Law of Effect
1.7K
B.F. Skinner, a prominent figure in behavioral psychology, introduced operant conditioning by emphasizing the role of consequences in shaping behavior. This theory builds upon the law of effect proposed by Edward Thorndike, which posits that behaviors followed by satisfying outcomes are likely to be repeated. In contrast, those followed by unsatisfying outcomes are less likely to recur.
Edward Thorndike's foundational work involved studying learning in animals, particularly using puzzle...
Edward Thorndike's foundational work involved studying learning in animals, particularly using puzzle...
1.7K


