
Adaptive memory is the study of
memory
Memory is the faculty of the mind by which data or information is encoded, stored, and retrieved when needed. It is the retention of information over time for the purpose of influencing future action. If past events could not be remembe ...
systems that have
evolved
Evolution is the change in the heritable Phenotypic trait, characteristics of biological populations over successive generations. It occurs when evolutionary processes such as natural selection and genetic drift act on genetic variation, re ...
to help retain survival- and
fitness-related information, i.e., that are geared toward helping an
organism
An organism is any life, living thing that functions as an individual. Such a definition raises more problems than it solves, not least because the concept of an individual is also difficult. Many criteria, few of them widely accepted, have be ...
enhance its
reproductive
The reproductive system of an organism, also known as the genital system, is the biological system made up of all the anatomical organs involved in sexual reproduction. Many non-living substances such as fluids, hormones, and pheromones are al ...
fitness and chances of surviving.
One key element of adaptive memory
research
Research is creative and systematic work undertaken to increase the stock of knowledge. It involves the collection, organization, and analysis of evidence to increase understanding of a topic, characterized by a particular attentiveness to ...
is the notion that memory evolved to help survival by better retaining information that is fitness-relevant.
One of the foundations of this method of studying memory is the relatively little
adaptive value of a memory system that evolved merely to remember past events. Memory systems, it is argued, must use the past in some service of the present or the planning of the future.
Another assumption under this model is that the evolved memory mechanisms are likely to be
domain-specific, or sensitive to certain types of information.
History of adaptive memory research
A recent development in the field of
evolutionary psychology
Evolutionary psychology is a theoretical approach in psychology that examines cognition and behavior from a modern evolutionary perspective. It seeks to identify human psychological adaptations with regard to the ancestral problems they evolved ...
, adaptive memory was first proposed in 2007 by James S. Nairne, Sarah R. Thompson, and Josefa N.S. Pandeirada.
Evolutionary psychologists often state that humans possess a "stone-age" brain.
Therefore, optimal
cognitive performance may be found in problems faced by our
ancestors, or related to the environments in which our evolutionary ancestors lived.
Based on this finding, Nairne and his colleagues proposed that human memory systems are 'tuned' to information relevant to survival.
The first study on the subject of adaptive memory was published in 2007 and its
methodology
In its most common sense, methodology is the study of research methods. However, the term can also refer to the methods themselves or to the philosophical discussion of associated background assumptions. A method is a structured procedure for bri ...
has been replicated many times since.
Participants were told to imagine themselves in one of three randomly assigned scenarios. In the ''Survival'' condition, they had to imagine being stranded in a grassland area of a foreign land, and needing to find a steady supply of food and water, and protecting themselves from predators. The second condition was the ''Moving'' condition. Participants were instructed to imagine themselves moving to a foreign land, needing to locate a new home and transporting their possessions. Finally, the ''Pleasantness'' condition asked participants to simply rate the pleasantness of a list of words. In the ''Survival'' and ''Moving'' conditions, participants were asked to rate the relevance of each word on a list to their imagined situation. Participants were then subject to a surprise
recall test.
Nairne et al. found what they called the survival advantage.
The survival advantage means that information that is more
salient, or relevant, to survival in an ancestral environment has a higher rate of
retention than
control conditions. This became clear following
free recall experiments conducted by Nairne and colleagues.
Processing information relevant to survival leads to more information being remembered than most known
encoding
In communications and Data processing, information processing, code is a system of rules to convert information—such as a letter (alphabet), letter, word, sound, image, or gesture—into another form, sometimes data compression, shortened or ...
techniques.
One explanation for the survival advantage's improved retention is that this kind of processing taps into a sort of memory 'module' specialized for remembering and processing information that is important for survival.
Another proposed explanation is that it leads to more arousal and emotional processing. Because many survival situations are emotionally arousing, retention is enhanced.
Studying survival-based processing
Methodology
An important first step toward a
functional analysis
Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (for example, Inner product space#Definition, inner product, Norm (mathematics ...
of survival processing is thinking about the kinds of problems memory would have evolved to solve. Figuring out
selection pressures can be difficult.
''Post-hoc'' accounts, also known as
just-so stories, are an important problem to avoid. Nairne et al.'s work stressed the importance of
''a priori'' predictions, and designing
empirical
Empirical evidence is evidence obtained through sense experience or experimental procedure. It is of central importance to the sciences and plays a role in various other fields, like epistemology and law.
There is no general agreement on how t ...
tests.
Like other
scientific
Science is a systematic discipline that builds and organises knowledge in the form of testable hypotheses and predictions about the universe. Modern science is typically divided into twoor threemajor branches: the natural sciences, which stu ...
research, a very important element of studying adaptive memory is to consider its basis on empirical evidence and study methodology.
The methodology for testing adaptive memory and the survival advantage in human participants has thus far mostly consisted of ranking lists of words by their relevance to a survival setting (and along control dimensions as well), followed by a recall session.
The basic research methodology involves having participants rate a series of words by their fitness relevance. In the control condition, the words were rated for their relevance to moving for a foreign land, and their pleasantness. A surprise recall test is administered, and recall of the listed words in all three conditions is recorded and analyzed.
Findings
General findings
One major finding is that survival processing has been shown to yield better retention than imagery, self-reference and pleasantness, which are all considered to be among the best conditions for remembering learned information.
Otgaar, Smeets and van Bergen hypothesized that since visual processing developed earlier than language, there ought to be a survival advantage for images as well as words, and they found such an advantage.
Grasslands survival scenarios showed higher retention than near-identical scenarios in which the word 'grasslands' was replaced with 'city' and the word 'predators' replaced with 'attackers'. It is suspected that this result is due to the human mind being attuned to scenarios relevant to our species' ancestral past, even though threats present in a modern urban society are far more relevant today. There was a greater memory recall in both the ancestral and modern survival conditions when compared to pleasantness control conditions, but only the ancestral condition presented significantly greater word recall. Both conditions are fitness-relevant, but there was no memory enhancement for survival processing in the modern context.
Additionally, as females typically performed gathering tasks over the span of human evolution, and males performed hunting tasks, research into this gender dichotomy was conducted. No significant data were found.
The implications of this research lie in helping to understand how the mind evolved and how it works. The idea that we are able to retain information most relevant to our own survival provides a foundation of research for empirical studying of memory through an evolutionary lens.
Understanding the circumstances when memory is at its best can help with the study of the functions of memory as a whole, and help understand what memory is capable of.
True and false memory
The survival processing advantage has been shown to increase both true and
false memory
In psychology, a false memory is a phenomenon where someone recalls something that did not actually happen or recalls it differently from the way it actually happened. Suggestibility, activation of associated information, the incorporatio ...
in adults and children. True memory refers to the correct retention of information. False memory means remembering something that was never present. A false memory is not necessarily maladaptive. Misremembering can have advantages in certain situations (for example, misremembering an environment with predator tracks as the actual presence of a predator may lead to avoidance of that area in the future). False memory can be seen as a side-effect to an otherwise highly adaptive process.
Planning future acts
One of the most important functions of memory is the ability to use learned information to make
prediction
A prediction (Latin ''præ-'', "before," and ''dictum'', "something said") or forecast is a statement about a future event or about future data. Predictions are often, but not always, based upon experience or knowledge of forecasters. There ...
s in future planning. Adaptive memory states that memory was created and developed by the process of
natural selection
Natural selection is the differential survival and reproduction of individuals due to differences in phenotype. It is a key mechanism of evolution, the change in the Heredity, heritable traits characteristic of a population over generation ...
, so many components of memory systems were important for long-term planning, the importance of which is central to ensuring survival and the
passing of gene
In biology, the word gene has two meanings. The Mendelian gene is a basic unit of heredity. The molecular gene is a sequence of nucleotides in DNA that is transcribed to produce a functional RNA. There are two types of molecular genes: protei ...
s.
Gathering-related navigation
There exists evidence that the human memory system has evolved to be equipped with a gathering-related navigation system, helping remember the location of gatherable food sources in
spatial memory
In cognitive psychology and neuroscience, spatial memory is a form of memory responsible for the recording and recovery of information needed to plan a course to a location and to recall the location of an object or the occurrence of an event. Sp ...
. This was suggested in a recent study that tested spatial memory for various food items, with additional predictions later extended and validated. In the first study, both males and females were shown to have better spatial memory for more
caloric foods at a farmer's market than foods with a lower calorie content. It has been suggested that calorie-dense foods are an important resource to be able to gather in an ancestral environment, and the inability to locate this kind of food would put an organism at a disadvantage.
Neurobiological basis

Although there has not been any research done on the direct neurological processes that go on during an adaptive memory consolidation, there is a growing body of evidence that the
neurotransmitter
A neurotransmitter is a signaling molecule secreted by a neuron to affect another cell across a Chemical synapse, synapse. The cell receiving the signal, or target cell, may be another neuron, but could also be a gland or muscle cell.
Neurotra ...
dopamine
Dopamine (DA, a contraction of 3,4-dihydroxyphenethylamine) is a neuromodulatory molecule that plays several important roles in cells. It is an organic chemical of the catecholamine and phenethylamine families. It is an amine synthesized ...
modulates the
hippocampus
The hippocampus (: hippocampi; via Latin from Ancient Greek, Greek , 'seahorse'), also hippocampus proper, is a major component of the brain of humans and many other vertebrates. In the human brain the hippocampus, the dentate gyrus, and the ...
, a
cortical structure (brain structure) crucial to memory. The release of dopamine has been known to be associated with events of a
motivationally important nature, and has a role in the creation of
episodic memories and the
consolidation thereof. Episodic memories are crucial in the development and implementation of adaptive future behaviours, for which adaptive memory is a very central construct.
Functional imaging research conducted during an adaptive memory experiment might be able to provide some insight into the exact brain activity responsible for the phenomenon.
Proximate mechanisms responsible for survival processing
It has been suggested that the recall advantage for survival processing can be attributed to the use of both item-specific processing (the encoding of individual characteristics of items) and relational processing (encoding the relationships between items). It was found that the survival advantage was present when words were encoded using only item-specific or only relational processing, but was eliminated in cases where both methods of encoding were encouraged.
Employing both item-specific and relational processing simultaneously makes survival processing unique; the only other phenomenon that also activates both item-specific and relational is self-referential processing.
Self-referential processing is one of the proposed explanations for the survival recall advantage. Evidence suggests that it is possible that the survival task might generate self-referential processing, which may be responsible for the reported recall improvements, since considering one's own survival is very self-relevant.
Evolutionary adaptations of memory in non-human species

Adaptive memory behaviours have been observed in animal species, as well as humans.
John Garcia discovered that
taste aversion conditioning in
rat
Rats are various medium-sized, long-tailed rodents. Species of rats are found throughout the order Rodentia, but stereotypical rats are found in the genus ''Rattus''. Other rat genera include '' Neotoma'' (pack rats), '' Bandicota'' (bandicoo ...
s results in a lasting association between sickness and an ingested substance, and that aversion can be established after only one trial. This rapid
learning
Learning is the process of acquiring new understanding, knowledge, behaviors, skills, value (personal and cultural), values, Attitude (psychology), attitudes, and preferences. The ability to learn is possessed by humans, non-human animals, and ...
led others to the idea that rats have biological dispositions for learning to associate sickness with a taste memory as a result of its evolutionary history. The results of a study that compared rats and
quail
Quail is a collective name for several genera of mid-sized birds generally placed in the order Galliformes. The collective noun for a group of quail is a flock, covey, or bevy.
Old World quail are placed in the family Phasianidae, and New ...
in the acquisition of taste aversion suggested that rats rely on their memory of taste to avoid
nausea
Nausea is a diffuse sensation of unease and discomfort, sometimes perceived as an urge to vomit. It can be a debilitating symptom if prolonged and has been described as placing discomfort on the chest, abdomen, or back of the throat.
Over 30 d ...
while quail relied on their
visual memory
Visual memory describes the relationship between perceptual processing and the Encoding (memory), encoding, Storage (memory), storage and Recall (memory), retrieval of the resulting neural representations. Visual memory occurs over a broad time ...
. Since the rat is a nocturnal feeder and has poor vision, it was suggested that they rely on taste cues to learn to avoid toxic substances, leading to a highly developed chemical sense system.
In a study of
black-capped chickadee
The black-capped chickadee (''Poecile atricapillus'') is a small, nonmigratory, North American passerine bird that lives in deciduous and mixed forests. It is a member of the Paridae family (biology), family, also known as tits. It has a distin ...
s (''Poecile atricapilla'') from
Alaska
Alaska ( ) is a non-contiguous U.S. state on the northwest extremity of North America. Part of the Western United States region, it is one of the two non-contiguous U.S. states, alongside Hawaii. Alaska is also considered to be the north ...
and
Colorado
Colorado is a U.S. state, state in the Western United States. It is one of the Mountain states, sharing the Four Corners region with Arizona, New Mexico, and Utah. It is also bordered by Wyoming to the north, Nebraska to the northeast, Kansas ...
, those birds from Alaska
cached more food, remembered the hiding places more quickly and readily, and had significantly larger hippocampal volumes than black-capped chickadees from Colorado. This supports what is known as the adaptive specialization hypothesis. The adaptive specialization hypothesis states that animals that hide food should have bigger hippocampi than animals that do not hide food. Additionally, those animals that hide food performed better than non-hiding animals on spatial memory tests. This finding suggests that since the
climate tends to be harsh in Alaska, there may be an increased need to remember where food is hidden, to help them survive through the winter.

Under the pressure of natural selection, sex differences in spatial memory skills can develop under distinct
mating systems. Comparing different
vole
Voles are small rodents that are relatives of lemmings and hamsters, but with a stouter body; a longer, hairy tail; a slightly rounder head; smaller eyes and ears; and differently formed molars (high-crowned with angular cusps instead of lo ...
species that are either
polygamous
Polygamy (from Late Greek , "state of marriage to many spouses") is the practice of marrying multiple spouses. When a man is married to more than one wife at the same time, it is called polygyny. When a woman is married to more than one h ...
or
monogamous
Monogamy ( ) is a relationship of two individuals in which they form a mutual and exclusive intimate partnership. Having only one partner at any one time, whether for life or serial monogamy, contrasts with various forms of non-monogamy (e.g. ...
, researchers found that sex differences in spatial skills are only found in the polygamous mating
meadow vole. Further examination found that unlike monogamous pine voles (who travel together on a permanent basis with their partners), polygamous males have increased mobility (compared to the females) in order to reap reproductive benefits. Male meadow voles with good spatial skills are more likely to be able to survive and reproduce. It is suggested that such evolutionary pressure led to greater spatial skills in comparison to female meadow voles and monogamous male pine voles. This suggestion is based on better performance by male meadow voles on route and place learning tasks in laboratory tests. Polygamous voles have a significantly larger relative hippocampus than females of the same species, and no such difference was found between the pine vole sexes. These findings suggest that when better spatial memory is more evolutionarily adaptive, as in polygamous species, these organisms may develop a larger hippocampus, to allow greater spatial memory.
Alternative viewpoints/explanations
Congruity effect
In contrast to Nairne's findings of a survival advantage, it has been found that the superiority of survival processing can be explained by a congruity effect. The congruity effect means that people tend to be better at remembering items if they are congruent with the way they are processed.
Congruence between the processing task and target words leads to deeper and more elaborate encoding, which is thought to explain the survival advantage. Butler and colleagues conducted three experiments to test this view; the first replicated Nairne's work and confirmed a survival recall advantage. The second and third experiments controlled for the congruity effect, which was thought to be an underlying explanation for such a memory advantage. A survival scenario along with a robbery scenario were used to rate words instead of the original survival, moving or pleasantness categories. Butler found that, when the materials are controlled for with respect to congruence between type of processing (survival vs robbery scenario) and nature of materials (word lists), survival processing does not always produce superior recall; survival processing did not produce a recall advantage within the congruent conditions where congruity was controlled for.
False memory illusions and net accuracy
It has been proposed that survival processing and recall of survival-relevant materials increases both true and false memory recall. Howe and Derbish suggested that if human memory does benefit from survival processing, this benefit must include both an increase in true recollection of information actually present and also a reduced susceptibility to false memory illusions. Further, Howe and Derbish state, if survival information is more distinctive and processed at an item-specific contextual level, false memory rates should be low.
To test this, Nairne's survival/pleasantness experiment was modified to manipulate the type of processing along with the information being processed (eliminated the possibility of recollection of survival-related material due to arousal or emotionality; neutral, negative or survival related). It was concluded that participants in the survival condition had higher rates of false recognition than participants in the pleasantness condition.
Evidence for a survival recall advantage has been found to be accompanied by higher false recall rates and results in lower rates of net accuracy (ratio of true recall to recall as a whole).
The survival recall advantage appears to occur when only true recall is considered. When total output is taken into account and net accuracy is calculated, the survival recall advantage disappears.
Basic memory processes
Basic memory processes have also been examined in terms of their relation to survival processing, in hopes of explaining the survival recall advantage. Weinstein, Bugg and Roediger contrasted two basic memory processes:
schematic processing (the memory performance is made easier and more efficient with the creation of schemas) and self-referential processing (elaboration becomes easier when relating the concept to oneself). Weinstein and colleagues conducted two experiments, the first duplicating Nairne's findings, and the second comparing the survival advantage to schematic and self-referential processing. Weinstein's findings supported Nairne's survival advantage and found it unlikely that the survival advantage can be explained in terms of schematic processing or self-reference.
Falsified assumptions
Adaptive memory research depends on different
auxiliary assumptions drawn from
evolutionary psychology
Evolutionary psychology is a theoretical approach in psychology that examines cognition and behavior from a modern evolutionary perspective. It seeks to identify human psychological adaptations with regard to the ancestral problems they evolved ...
. One assumption is that memory will be specially tuned to remember information that is processed in a context similar to the environmental context where the adaptation took place, i.e., the African savannah or "grasslands of a foreign land".
However, information that was processed for its relevance to an environment involving zombies was remembered better than information processed under the African savannah context
and the African context condition did not differ from outer space processing. These experiments present a problem for the assumption of the importance of the ancestral environment because retention was better for information processed under a non-African savannah context, something not predicted by the theory of adaptive memory.
A second assumption of adaptive memory research is that memory evolved because it was beneficial for survival, thus, based on a functional approach, memory should be more sensitive and retention better for information that is processed for its fitness-relevance.
The assumption of fitness-relevance has been experimentally evaluated using a number of specific evolutionarily relevant scenarios designed to tap different adaptive mechanisms (or
psychological adaptation
A psychological adaptation is a functional, cognitive or behavioral trait that benefits an organism in its environment. Psychological adaptations fall under the scope of evolved psychological mechanisms (EPMs), however, EPMs refer to a less restric ...
s), for example, a mating mechanism, fear and phobia mechanism, cheater detection mechanism, etc. When words were processed with respect to these different adaptive mechanisms, there was not a processing benefit for these scenarios.
This finding suggests that fitness-relevance is too amorphous of a construct to explain the mnemonic benefit found with survival processing
and Sandry et al. suggest that research efforts should be directed at identifying the underlying mechanisms and developing a
taxonomy
image:Hierarchical clustering diagram.png, 280px, Generalized scheme of taxonomy
Taxonomy is a practice and science concerned with classification or categorization. Typically, there are two parts to it: the development of an underlying scheme o ...
of adaptive memory,
similar to
evolutionary biology
Evolutionary biology is the subfield of biology that studies the evolutionary processes such as natural selection, common descent, and speciation that produced the diversity of life on Earth. In the 1930s, the discipline of evolutionary biolo ...
.
Future research
As the concept of adaptive memory is a relatively recent development in memory research, there is still much research to be done in this field. One important consideration for further research in this field is adopting of a
functional perspective of memory, leading to the important goal of further empirical findings and the refinement of those results obtained thus far.
Another important research goal is identifying the precise conditions under which the survival advantage is in effect and those under which it is not.
A third critical research focus is determining the specific functional mechanism or mechanisms responsible for this effect.
Future research should be conducted with a wide variety of items such as pictures, categorized lists, and content specific materials (for example, those related to food, reproduction, predators and other survival-relevant domains).
Finally, neuroimaging research has yet to be done to address any neurological activity that may be different in adaptive memory processing compared to normal conditions. Further research into adaptive memory would be very helpful in understanding more about how exactly the brain works in a survival situation.
See also
*
Genetic memory (psychology)
In psychology, genetic memory is a theorized phenomenon in which certain kinds of memories could be inherited, being present at birth in the absence of any associated sensory perception, sensory experience, and that such memories could be inco ...
References
{{Reflist
Memory
Neuropsychological assessment
Evolutionary psychology