Tuesday, April 29, 2025

van Rijn–van Gelderen, L., Schulz, S., Neervoort, N., Branje, S., & Overbeek, G. (2025). “Children will Love Like You Do”: How Adolescents’ Relationships with Parents Predict the Quality of Best Friendships and Romantic Relations. Journal of Youth and Adolescence, 1-12.

 What They Did

The researchers carried out two studies of the connections among adolescent relationship quality with parents, friends, and romantic partners: one study included adolescents aged 12 to 16, and the other included adolescents aged 15 to 22. In both cases, the studies were longitudinal, with questions about parent relationships the first year, about friendship the second year, and about romantic relationships the third year. Only responses of participants who were in romantic relationships the third year were included in the analysis.

 For the younger adolescents, the researchers found that the quality of the relationship with one parent was correlated with the relationship quality for the other parent. They also found that participants who reported a good relationship with a friend in the second year of the study were likely to also report a good relationship with a romantic partner in the third year. (Relationship quality with parents did not predict later relationship quality with friends or romantic partners.) For the older adolescents, relationship quality was correlated over all four relationship pairs: participants who reported that one relationship was good were more likely to report positively on each of the other relationship types in future years.

The researchers speculate that the correlations between parental relationship quality and friendship or romantic relationship quality may be stronger in older adolescents because those relationships are likely to be closer and more committed than those of younger adolescents. It may be only in those more “serious” relationships that the parental relationships function as models for adolescents.


Further Exploration

The studies have some limitations, which the researchers discuss transparently. One element that caught my eye, however, and was not addressed in the article was how the parental relationship scale worked for adolescents with two same-gender parents. My best guess is that they answered the questions based on their relationship with the biological parent of the relevant gender, but I really don’t know.

The two groups also had different scales used to assess relationship quality. The younger group completed the surveys at school, while the older group did so at home. The older adolescents also received money for participating. The younger adolescents, meanwhile, completed the surveys during the school day, replacing their regular class.

Those differences may have affected the responses. The older adolescents may have appreciated being paid and therefore been happier, leading them to rate their relationships more highly. The younger ones may or may not have enjoyed having the survey activity replace their regular class, and this could also have an effect. The older group may have been more comfortable at home, leading to higher ratings, or they could have been uncomfortable having a stranger in their home, which may have caused lower ratings. It’s also conceivable that the younger adolescents at school were more primed to think about their friendships and romantic relationships and the older ones at home were more primed to think about their parental relationships. One could potentially design a study to examine these possibilities, but that’s a rabbit hole for another day!

A large red central heart with a light red border. Several other red hearts surround it: a small one in the upper left, and one small and one medium in each of the lower left and lower right
Image credit: Public domain

https://commons.wikimedia.org/wiki/File:Drawn_love_hearts.svg

Monday, April 28, 2025

Frigero, Maria Luisa P., Carmen SF Boaro, Leonardo Galetto, Priscila Tunes, and Elza Guimarães. "Extreme events induced by climate change alter nectar offer to pollinators in cross pollination-dependent crops." Scientific Reports 15, no. 1 (2025): 10852.

 What They Did

The researchers grew 120 zucchini plants from seed, each in their own pot. Plants were all given the same amount of water until the first leaves unfolded. After that, they were divided into four groups, each simulating a different weather condition.

The control group plants received 177 mL of water each day, adding up to the 40-year-average rainfall for the month of September. The plants in the heavy rainfall group received 57% more water, and those in the reduced rainfall group received 30% less. Finally, the plants in the drought group received no water until 70% of the plants began to wilt, at which point they were given the same amount of water as the heavy rainfall group for one day. This was intended to simulate the pattern of severe drought followed by heavy rainfall; in total, the plants in the drought group received 80% less water than the control plants.

They found that plants in the heavy rainfall condition produced more female flowers, more sugar in both male and female flowers, and therefore more sugar per plant and a 74% increase in calories available to pollinators. Plants in the reduced rainfall condition produced fewer female flowers, which resulted in less sugar per plant and a 34% decrease in calories available to pollinators. Finally, plants in the drought condition produced fewer flowers and a lower volume and concentration of nectar per flower, resulting in less sugar per flower and per plant and a 95% decrease in calories available to pollinators.

 

Further Exploration

The rationale behind this study was to explore how climate change might affect plant-pollinator relationships, particularly for crop species. The researchers note that some areas are likely to get more rain, and others are likely to experience drought. The amount of nectar offered by plants might affect whether they get sufficient pollination: bees use a lot of energy to harvest nectar, so they need to consistently get enough calories to make flower visits worthwhile.

Besides the changes attributed to rainfall, higher temperatures are also interfering with pollen production and fertilization in some crop and garden species (see https://extension.umd.edu/resource/pollination-vegetable-crops-changing-climate/.) Another issue is that plants and their pollinators are getting out of sync, blooming or becoming active at different times of year in response to temperature changes (see https://www.pollinator.org/pollinator.org/assets/generalFiles/NAPPC-climate-change-overview_english.pdf.) Planting native species is one way to help pollinators. Penn State’s pollinator habitat certification requires three species each of early, mid, and late season perennials, plus four species of shrubs or trees, and three native larval host plants (see https://pollinators.psu.edu/landscaping-for-pollinators/pollinator-habitat-certification/provide-food-sources.) Any native plantings help, though, even if they don’t meet the full habitat certification requirements.

Honeybees have gotten a lot of attention because of colony-collapse disorder (see https://www.epa.gov/pollinator-protection/colony-collapse-disorder), but the importance of native bees is becoming more widely understood as well (see https://www.biologicaldiversity.org/campaigns/saving-the-insects/native-bees.html.) Of course, this was only one study on one plant: we still have a lot to learn about how other plants might respond to climate change as well as how the pollinators themselves will be affected – but that’s a rabbit hole for another day!

Three to four yellow flowers, partially hidden by bright green leaves, as well as overlapping each other. Only the focal flower has the center fully visible. Flowers have five petals, partially fused towards the center of the flower. The center has a pigmented circle around the reproductive organs of the flower
Image Credit: VladUK

https://commons.wikimedia.org/wiki/File:Cucurbita_pepo-1.JPG


Sunday, April 27, 2025

Almutairi, J. S., Alshewier, S. A., & Alkathiry, A. A. (2025). Ranking the difficulty of the cognitive tasks in Dual-Tasks during walking in healthy adults. Neurosciences Journal, 30(2), 124-130.

 What They Did

The researchers recruited 26 participants for a study of the effect of cognitive tasks on postural sway while walking. (Postural sway refers to the subtle movements used to maintain balance while standing or moving. Everyone has some sway, but a large amount can indicate problems with balance.) Participants first walked 10 meters in a straight line at a comfortable pace to get a baseline for their speed and sway using smartphone accelerometers; this was repeated three times for each participant.

In the next phase, participants were randomly assigned cognitive tasks while walking. The tasks included: listing the months in reverse order, naming category members that begin with a given letter, participating in typical question-answer conversation, counting backwards from 100 by 3’s, spelling five-letter words backwards, and indicating whether a number is larger or smaller than 50. Participants also rated the difficulty of each task on a scale of 0 to 10. On average, the conversation task was perceived by participants as the easiest, and the tasks of counting or spelling backwards were the most difficult. The other three tasks were in-between and were all about the same difficulty.

The researchers did not find a strong overall correlation between task or perceived difficulty and sway. Although the relationships between perceived difficulty and measurement of sway were significantly correlated for some tasks, the direction of correlation varied. Furthermore, each task showed a significant correlation between difficulty and sway for only one of four sway measurements, and the correlated measurement varied across tasks.

 

Further Exploration

Although the correlations between difficulty and sway were minimal, the researchers noted that the difficulty ranking could have clinical applications. When patients have rehabilitation for walking, clinicians increase the challenge by asking them to perform cognitive tasks. The study suggests that basic conversations should be the first challenge, followed by listing the months backwards, listing items that start with a given letter, or determining whether a number is greater or less than 50. Later, the clinician can challenge the patient to count or spell backwards. The researchers also note that, because the participants had no difficulty walking, the effects of cognitive demands on sway may have been too small to detect. A sample of people with at least minor mobility difficulties might be a better source of information.

The difficulty ratings for the cognitive tasks generally match my own. I’d definitely find the conversation the easiest, probably followed by the listing task, then the classification of a number as over or under fifty, followed by reciting the months backwards, then counting backwards by 3’s, then finally spelling words backwards.

It feels like the difficulty correlates with how much I have to visualize to complete the task. Conversation and list making don’t require any visualization, but spelling a word backwards means holding an image of the word in mind and “reading off” the letters in reverse order. I’m curious about how my sense of the reasons for task difficulty aligns with empirical evidence, but that’s a rabbit hole for another day!

Five photos of different stages in walking;the person is shown from the waist down, wearing gym shorts and tennis shoes
Image credit: Ducky2315

https://commons.wikimedia.org/wiki/File:Walking_gait_cycle.png

Tuesday, April 22, 2025

Morejón-Arrojo, Ramón D., Florian Lüskow, Alfredo Fernández-Alías, Humberto Ramírez, and Aldo Cróquer. "First Record of a Cannonball Jellyfish Bloom (Stomolophus sp.) in Venezuelan Waters." Journal of Marine Science and Engineering 13, no. 4 (2025): 689.

 What They Did

While on a diving trip off the coast of Venezuela, one of the researchers encountered several unusual jellyfish. These were photographed and identified as cannonball jellyfish, genus Stomolophus, and were found at eight other locations over 120 km of the coast. Observed population densities were about 3 jellyfish/m3. Based on information from local fishers and divers, the researchers determined that the population bloom had begun on March 5, 2024, and it continued through late April of that year.

They downloaded environmental data from monitoring organizations for the period from September 2023 to August 2024 and examined environmental conditions at the time the bloom occurred and the likely time of stroblilation (the process by which one or more immature free-living jellyfish bud off of a stationary polyp). The researchers found that the period of likely strobilation was correlated with decreasing water temperature, high chlorophyll a in the water, high rainfall, and low salinity. Cooler temperatures are known to trigger strobiliation, and the large amount of chlorophyll likely meant that food was abundant for the immature jellyfish. The large amount of rain could have increased nutrient runoff into the water, further increasing food availability, and also decreased the salinity.

It therefore seems likely that strobilation occurred between November 2023 and January 2024, as would be predicted from the time of the bloom.  The authors note, however, that polyps for this genus have not been observed in the wild, so it is also possible that the immature jellyfish may have migrated from elsewhere.

 

Further Exploration

I was surprised to learn that the polyps haven’t been observed in the wild. Apparently, members of the genus are bred from polyps in captivity (see https://www.raisingpetjellyfish.com/blue-cannonball), so we know they exist. Cannonball jellyfish aren’t typically found on the coast of Venezuela, however, being more common along the Gulf of Mexico and the southern Atlantic coast of the United States.

They’re frequently eaten in Asia and are becoming an income source for fishers during the off-season for vertebrate fish species. The jellyfish are typically sold partially dried, then soaked and rinsed before eating. They’re described as both crunchy and chewy in texture but lacking much flavor, instead absorbing the taste of any added sauces (see https://www.seaaroundus.org/magazines/2011/INFOFISHInternational_AreJellyfishTheFoodOfTheFuture.pdf).

The researchers suggest that the range of cannonball jellyfish might be increasing, possibly due to heating of the ocean: the Caribbean has warmed by 0.5 °C every decade since the 1980s, which would mean an increase of about 2.5 °C by now. That’s a scary statistic considering the U.N. goal of keeping atmospheric warming to 1.5 °C (see https://www.un.org/en/climatechange/science/climate-issues/degrees-matter.) Water has a higher specific heat than air, meaning it takes more energy to heat water the same number of degrees. The ocean has been absorbing a lot of the heat from the greenhouse effect (see https://unric.org/en/global-warming-90-of-emissions-heat-absorbed-by-the-ocean/), but it can’t do that forever, and doing so affects the ocean ecosystems. I’m not clear on how increasing the ocean temperature would expand the range of the jellyfish from cooler to warmer areas, but that’s a rabbit hole for another day!   

A cannonball jellyfish washed ashore, with water still pooling around it. It has very short tentacles only about 1/3 its length. Most of the animal is made up of a nearly spherical body from which the tentacles protrude.
Image Credit: Cape Hatteras National Seashore, public domain

https://commons.wikimedia.org/wiki/File:Cannonball_jellyfish_washed_ashore_near_Ramp_59._It%27s_not_common_to_see_Cannonball_Jellyfish_around_this_time_of_year_-_this_one_may_have_been_cold-stunned._(51759006613).jpg


Friday, April 18, 2025

Doru, B., Maier, C., Busse, J. S., Lücke, T., Schönhoff, J., Enax-Krumova, E., ... & Tokic, M. (2025). Detecting artificial intelligence–generated versus human-written medical student essays: Semirandomized controlled study. JMIR Medical Education, 11, e62779.

 What They Did

The researchers had medical and humanities experts identify which of a set of German-language term papers were written by medical students and which were generated by ChatGPT 3.5, as well as rate several aspects of each paper. Each participant had a week to make their decisions, though they were instructed not to discuss the project. Participants identified student or AI authorship of the papers 70% of the time, with no significant differences between the medical or humanities experts, nor correlation with participant traits such as experience in academia, experience with ChatGPT, or knowledge of the subject matter.

For papers that were correctly identified, the medical experts rated the student papers as having better language use, logic, and scientific approaches, while the humanities experts gave the correctly-identified student papers better ratings on scientific approaches but not other traits. Medical experts also gave student papers better ratings on citation of sources, even when they incorrectly identified them as AI-generated. When papers were correctly identified, medical experts rated student papers better at suggesting new research directions, but when they were incorrectly identified, the AI papers were rated better.

In follow-up interviews, participants frequently indicated that they identified papers as AI-generated because they were redundant, repetitive, or lacked a sense of coherence. The researchers point out that although the participants relied heavily on linguistic style to distinguish between the student and AI-generated papers, it is not clear how effective they would be if they didn’t already know that one of the papers was AI-generated.


Further Exploration

Difficulty distinguishing between papers written by students and those generated by AI poses a major challenge to education, and advances in AI will likely make it even harder. AI-generated books have appeared for sale on Amazon, including a mushroom-foraging guide that could pose a real danger with inaccurate information (see https://www.theguardian.com/technology/2023/sep/01/mushroom-pickers-urged-to-avoid-foraging-books-on-amazon-that-appear-to-be-written-by-ai.) At the same time, students may be falsely accused of cheating with AI and have trouble proving otherwise (see https://odsc.medium.com/ai-detectors-wrongly-accuse-students-of-cheating-sparking-controversy-7afb2ea7edc8).

The prompts the researchers used for generating papers with ChatGPT simply told the program to write sections of the paper one at a time with citations. I imagine that a tech-savvy student could edit such a paper to sound more human without having to know much about the topic. At the same time, using natural langue to prompt an AI can make it more effective than a traditional thesaurus, and students can also use AI to help organize and structure their own ideas. These uses of AI seem akin to the use of a calculator in a math class.

More complex is the question of what constitutes fair use of written material in building an AI. On one hand, the major AIs have been built using copyright material without permission (see https://authorsguild.org/advocacy/artificial-intelligence/faq/.) On the other hand, my own human “brain soup” is full of fragments of books I’ve read and ideas I’ve absorbed without the ability to truly credit all of the sources. Figuring out what’s ethical in this sense is a huge question, but that’s a rabbit hole for another day!

A classic style metal robot with big eyes holding a stack of books in a library
Image credit: Salino01

https://commons.wikimedia.org/wiki/File:Literatursuche_mit_KI_(3).jpg
 


Monday, April 7, 2025

Kolff, Kayla, and Simone Pika. "Turn-taking in grooming interactions of chimpanzees (Pan troglodytes schweinfurthii) in the wild: the role of demographic and social factors." Animal Cognition 28, no. 1 (2025): 26.

 What They Did

The researchers observed and filmed several hundred grooming-based interactions among 42 male chimpanzees to examine the impact of age, dominance, and closeness of relationship on turn-taking during grooming sessions. Closeness of social relationships was quantified based on the relative frequency with which pairs of individuals engaged in grooming together or were in close physical proximity. To determine the dominance hierarchy, the researchers analyzed the frequency with which individuals had clearly lost fights with other chimpanzees and had engaged in submissive behaviors.

Turn-taking transitions were classified into four types: action-action, in which A grooms B, then B grooms A; action-signal, in which A grooms B, then B responds with a gesture; signal-action, in which A makes a gesture and B responds by grooming; and signal-signal, in which A makes a gesture and B responds with another gesture.

They found that turn-taking transitions were most likely when the individual initiating the transition was older or when the responding individual was younger or lower ranked. Younger chimpanzees were more likely to respond to grooming by grooming the other chimpanzee in return. Transitions in which grooming by one chimpanzee was followed by a gesture from another were most likely to occur when the individual that initiated grooming was younger. Lower ranked individuals were the most likely to respond to a gesture by grooming the initiator; this interaction pattern was also more likely between individuals with weak social bonds. Finally, older chimpanzees were the most likely to respond to gestures with gestures of their own.

 

Further Exploration

I was surprised that the chimpanzees were more likely to respond to a gesture requesting grooming when they had a weaker social bond with the initiator. I’m more likely to respond to requests from people I’m close to than from people I don’t know, and I don’t think I’m terribly unusual in that regard. On the other hand, the chimpanzee groups only consist of 100 to 200 individuals. In a group that small, no one is exactly a stranger.

The researchers also suggest that the process of requesting and receiving grooming may strengthen the social bonds, allowing for future benefits, and that reciprocal grooming may occur more naturally in strongly bonded pairs, without the need for a gesture of request. Both of these potential explanations make sense to me. Trying to expand my social circle with new friends involves more tentative bids for attention than starting up a conversation with someone I’m already close to.

It’s interesting, though, that the data didn’t show a higher rate of action-action transitions (i.e. A grooms B, then B grooms A) for more closely bonded pairs, since that would seem to reflect the more natural occurrence of reciprocal grooming. One possibility is that the reciprocity in grooming among closely bonded pairs is more spread out in time: perhaps A grooms B for a while, then a few hours or a day later, B grooms A. I’m sure one could design a study to explore that hypothesis, but that’s a rabbit hole for another day!

Two adult chimpanzees are sitting close to each other, both facing towards the camera. The one in back is grooming the one in front
Image credit: Craig Hamnett

https://commons.wikimedia.org/wiki/File:Chimps_Grooming_(2394016065).jpg

Sunday, April 6, 2025

Winiger, F., Schneider, G., Goldzycher, J., Neuhold, D., & Peng-Keller, S. (2025). The ‘Spiritual’ and the ‘Religious’ in the Twittersphere: A Topic Model and Semantic Map. Journal of Religion, Media and Digital Culture, 14(1), 1-22.

 What They Did

The researchers collected 138,000 Twitter posts containing the words “religion” or “spirituality” between March and April of 2021. They used language analysis software to generate seven clusters of words associated with “religion” or “spirituality,” label each post as positive or negative in sentiment, and generate a concept map of 200 words frequently appearing in the data. Three of the authors (an anthropologist, a church historian, and a theologian) separately examined the clusters and suggested names to capture the overall theme of each cluster. The final cluster names were theistic/Western, mystical/subjective/practices, Islam, Christian/Evangelical, politics, conduct of life, and Indian.

The mystical/subjective/practices cluster and the conduct of life cluster were associated with positive sentiment, and the Islam cluster also had a slight positive association. The other clusters were associated with negative sentiment. The theistic/Western cluster and the Indian cluster were associated with “spirituality” and “religion” at near equal strengths. The Christian/Evangelical cluster and the conduct of life cluster were also associated with both terms but had a stronger association with “spirituality.” The mystical/subjective/practices cluster and the Islam cluster were only associated with “spirituality,” and the politics cluster was only associated with “religion.”

The researchers conclude that their data is consistent with a linguistic differentiation between religion as negative, morally prescriptive, and public versus spirituality as positive, life-enhancing, and private. They note, however, that the methodology used only provides a broad-stroke picture of the data and that more granular examination of the Twitter posts reveals varied and sometimes contradictory usage of both terms.

 

Further Exploration

The concept map generated for this paper was made from the most frequent 200 words in the data set, excluding English “stop words.” That was a new term for me, and it refers to words that appear frequently but don’t carry very much meaning (see https://smltar.com/stopwords.) Obviously, leaving those out allows for generation of a much more interesting concept map!

On the concept map itself, I noticed that the words closest to “spirituality” were “healing,” “connection,” and “soul,” while the words closest to “religion” were “freedom,” “politics,” and “race.” This seems consistent with the sense of “spirituality” as more private and “religion” as more public. At the same time, “freedom of religion” is a common phrase describing the U.S. first-amendment right, and “politics and religion” is a common phrase grouping both topics as inappropriate for general conversation, so I wonder if that could’ve skewed the results.

As far as I gathered from the paper, the Twitter posts specifically used the words “spirituality” or “religion,” not any related words like “spiritual” or “religious.” That means the phrase “spiritual but not religious” wouldn’t show up. It also seems that the words aren’t exactly grammatically equivalent. I might refer to “a religion” but not usually to “a spirituality” in casual conversation. Instead, I would refer to a spiritual “path,” “practice,” or “tradition.” I could also refer to a religious path, practice, or tradition. That makes me wonder if using the adjective forms would give different results, but that’s a rabbit hole for another day!

simple black-on-white images of Hindu aumkar, Buddhist wheel of dharma, Jainist ahisma, Sikh khanda, Jewish star of David, Christian cross, and Muslim star and crescent

Image credit: Nancystodd

https://commons.wikimedia.org/wiki/File:Icon-religion.svg


Thursday, April 3, 2025

Nong, Junqing, Ruijing Xu, Songpo Wei, Shaohui Fan, Quan Qiu, Yiju Li, and Guanglu Liu. "Geographical variation and the role of climate and soil on phenotypic traits of Calamus rhabdocladus across provenances in China." BMC Plant Biology 25, no. 1 (2025): 365.

 What They Did

The researchers collected samples of Calamus rhabdocladus, a woody vine in the palm family, from ten locations across China. They measured 15 plant traits and examined how they correlated with climate and soil conditions, as well as the degree to which each trait varied among locations. They found that the dry weight of the leaves, stems, and roots, as well as the volume of the flagellum (a whiplike climbing structure) varied the most, suggesting that the plant adapts to its environment by adjusting the relative growth of the different organs.

Plants from areas with lower temperatures had more root growth. Because lower temperatures can limit the growth rate of above-ground plant parts, the plant may need to put more resources into root growth as a survival adaptation. The chlorophyll content was higher in areas with more precipitation, possibly as an adaptation to the lower light conditions associated with rain.

In areas with more organic material in the soil, the specific leaf area (one-side area of leaf / leaf dry weight) was larger, suggesting a faster growth rate. The flagellum, however, was smaller, possibly because the plant has less need to climb over other plants when soil fertility is high. Higher soil nitrogen content was correlated with higher dry matter percentages in the above-ground parts of the plant, perhaps because the availability of nutrients provides an opportunity for the plant to generate additional tissue. Overall, however, the climate variables affected the differences in plant traits more than the soil variables did.

 

Further Exploration

In this paper, the researchers used two measures to compare the degree of variation in each plant trait: coefficient of variation and plasticity index. The coefficient of variation is equal to the standard deviation of each trait divided by its mean, times 100%. The plasticity index is the difference between the largest and smallest value for each trait, divided by the largest value. The difference in the kind of information you get from these two measures isn’t immediately obvious to me.

It seems like the plasticity index is only concerned with the total magnitude of variation observed; it doesn’t matter how many individuals are closer to the largest or smallest values, just how large the difference is. If there was no variation, the plasticity index would be zero, and the larger the difference gets, the closer the value gets to 1. Since we’re dividing by the largest value, the plasticity index won’t get any larger than 1.

The coefficient of variation, however, does depend on the total amount of variation. If all values are the same, the coefficient of variation is zero, just like the plasticity index would be. But if there’s enough variation, the standard deviation can be greater than the mean, so the coefficient of variation doesn’t have the upper limit that the plasticity index has. My vague sense is that the plasticity index references how much variation is possible, and the coefficient of variation references how often variation occurs, but that’s a rabbit hole for another day!

A pinnate leaf of a palm-like plant, with many long, narrow leaflets
Image credit: Obsidian Soul

https://commons.wikimedia.org/wiki/File:Daemonorops_mollis_(rattan_palm)_-_Bukidnon_Philippines.jpg

Note: This plant is in the same genus as the one described in the paper, but it's a different species. I couldn't find a Creative Commons image of the correct species.


Wednesday, April 2, 2025

van Rijswijk, J., & Curșeu, P. L. (2025). Formal Versus Self-Identified Neurodivergence: A Comparative Study in Work Environments. Behavioral Sciences, 15(4), 420.

 What They Did

The researchers recruited 357 participants from 19 workplaces in 7 industries and had them report formal diagnoses and self-identification of neurodivergent conditions, including autism, ADHD, ADD, DCD (developmental coordination disorder), dyslexia, dyscalculia, and high giftedness. About 12% of participants had a formal diagnosis of at least one neurodivergent condition, while about 27% answered that they believed they had at least one  neurodivergent condition. All participants completed assessments of decision-making styles, verbal vs. visual cognitive styles, and deliberate reasoning.

The researchers found that including self-identification in linear regression models increased the predictive power of the models for several combinations of neurodivergent conditions and thinking patterns. In particular, inclusion of self-identification increased the predictive power of the positive correlations between ADD and avoidant decision making (e.g. putting off making decisions as long as possible), between ADHD and spontaneous decision making, between dyslexia and visual cognitive style, and between high giftedness and deliberate reasoning. Self-identification also increased the predictive power of the negative correlations between autism and intuitive decision making and between dyslexia and verbal cognitive style.

The researchers conclude that self-identification and formal diagnosis can be correlated with the same thinking patterns and that inclusion of self-identified individuals in the study of neurodivergent thinking patterns may sometimes be appropriate. They note that self-identification rates may more accurately reflect the prevalence of neurodivergent conditions: formal diagnosis is often unavailable or is not sought because of concern over the stigma attached to neurodivergent conditions or because formal diagnosis is sometimes less accurate than self-identification.


Further Exploration

Based on my personal experience and casual reading, I’m not surprised that people who self-identified with neurodivergent conditions had variations in thinking patterns along the same lines as those with formal diagnoses. In particular, self-diagnosis of autism is accepted by many members of the autistic community, and it’s not uncommon for clinicians to rule out diagnosis for people who have strong communication skills, are married, work full-time, are Black or Latinx, or are female or trans (see https://www.verywellmind.com/self-diagnosis-according-to-an-autistic-psychologist-8650879.)

At the same time, I have some uncertainty about the questionnaires used to assess thinking patterns. I found the decision-making style assessment online (see https://www.google.com/url?sa=i&url=https%3A%2F%2Fs57e3f70e36f4dc05.jimcontent.com%2Fdownload%2Fversion%2F1561360698%2Fmodule%2F9817879385%2Fname%2FGeneral%2520Decision%2520Making%2520Style%2520Questionnaire.pdf&psig=AOvVaw0v2gIyS8w7tgPNXRquHxqD&ust=1743681032881000&source=images&cd=vfe&opi=89978449&ved=0CAQQn5wMahcKEwiAm_KVpLmMAxUAAAAAHQAAAAAQBA.) When I tried it myself, I experienced tension between my desire to answer accurately and my sense of what the assessment is looking for.

 The first question reads “I make sure that I have all the facts before I make a decision.” I realize that they don’t mean every fact in the universe, and they probably don’t mean facts that I might care about but that would be really hard to find out, but I’m still really unsure what counts as “all the facts.” Given that level of ambiguity, I’d choose the answer “The statement is sometimes true. It depends on the situation,” but I’d be inclined to give that answer for almost all the questions because it always depends on the situation. I wonder how much research has been done on neurodivergent information processing for this kind of psychological assessments, but that’s a rabbit hole for another day!


a simple black-on-white line drawing of a left-facing human head with question marks inside it
Image credit: Arafat Uddin

https://commons.wikimedia.org/wiki/File:Noun_questions_1325510.svg


Harris Friedman and the Science of Transpersonal Psychology

I'm deep in my final paper for my independent study, so once again I'm posting part of a writeup for the research I've done alon...