We Have a Winner!

Congratulations to Michael Paul Coder, the winner of the dream research contest I posed last week.  Michael correctly identified the gender, age, and dream type of six sets of dreams using only word search frequencies and my baseline hypotheses to make his inferences.  He also correctly identified the bonus questions of which sets of dreams came from the same person.  Best of all from my point of view, Michael showed me his work so I could see how he applied the baseline hypotheses to the word search frequencies.  The correct answers are below.

 

Perhaps it should not be surprising to learn that Michael is a talented and experienced software architect with a website, Lucid-Code, offering a variety of technologies for exploring consciousness in dreaming.

 

His success is encouraging because it shows that an essentially automatic process of word frequency analysis can reveal meaningful patterns in dreaming. It should give us additional confidence that this kind of approach to dream research can provide quick, accurate, and reliable results.

 

What other aspects of dream meaning can be illuminated by this method?  That’s an open question….

 

Set 1: Female, younger than 18, MRDs.

Set 2: Male, older than 18, MRDs.

Set 3: Male, older than 18, MRDs.

Set 4: Male, older than 18, MRDs.

Set 5: Female, younger than 18, MRDs.

Set 6: Male, older than 18, MRDs.

Bonus question: Sets 1 and 5 come from the same person, and Sets 3 and 4 come from the same person.

A Dream Research Contest

To help test the initial hypotheses arising from the SDDb baselines, I am offering a dream research contest, open to anyone willing to give it a try.  The first person to send me (at bulkeleyk@gmail.com) the correct answers will win a $50 gift certificate to Amazon.com.

 

The contest challenges you to look at the word usage frequencies of six sets of dreams (available here) and make the following three predictions for each set: a) Is the dreamer a male or female? b)  Is the dreamer younger or older than 18? c) Is this a set of most recent dreams (MRDs) or highly memorable dreams (MemDs)?  You will not be able to read any of the dreams–you only get to look at the numerical frequencies of how often they used certain types of words.

 

I’m going to make it easier by giving three big clues.  These clues are so big, in fact, that they will give you a clear map to reach the correct answers.

 

Clue #1: The six sets of dreams come from four individual dreamers, let’s call them A, B, C, and D.  Two individuals gave two sets of dreams each.  The other two individuals gave one set of dreams each.  This means the contest has a bonus question: Which sets of dreams come from which individual?

 

Clue #2: As discussed in previous posts, the SDDb baselines have identified a number of significant differences between male and female dreamers and between MRDs and MemDs.   These differences can serve as analytic tools of comparison for making the kinds of predictions I’m asking you to propose.  Below are several specific tests you can use to identify the dreamer’s gender (male or female) and age (older or younger than 18) and the type of dreams contained in the set (MRDs or MemDs).  (Note: The age tests are not drawn directly from the SDDb but from other sources of research on children’s dreams (e.g., David Foulkes, Calvin Hall).)

 

Clue #3: There are two cases out of the 18 total predictions (3 questions x 6 sets of dreams) in which the overall conclusion of the tests gives the wrong answer.  In other words, the tests will lead you to the right answer about 89% of the time.  To get 100% of the answers right, you’ll have to add some kind of insight above and beyond the tests.

 

Good luck!  And please “show your work”–explain to me how you derived your predictions.

 

Tests for Gender:

If Emotion is higher than the Female MRD baselines –> Female

If Emotion is lower than the Male MRD baselines –> Male

If Fear is higher than the Female MRD baselines –> Female

If Fear is lower than the Male MRD baselines –> Male

If Speech is higher than the Female MRD baselines –> Female

If Speech is Lower than the Male MRD baselines –> Male

If Characters is higher than the Female MRD baselines –> Female

If Characters is lower than the Male MRD baselines –> Male

If Family is higher than the Female MRD baselines –> Female

If Family is lower than the Male MRD baselines –> Male

If Friendliness is higher than the Female MRD baselines –> Female

If Friendliness is lower than the Male MRD baselines –> Male

If Physical Aggression is lower than the Female MRD baselines –> Female

If Physical Aggression is higher than the Male MRD baselines –> Male

If Sexuality is lower than the Female MRD baselines –> Female

If Sexuality is higher than the Male MRD baselines –> Male

 

Tests for Age:

If Cognition is higher than the MRD baselines –> Older than 18

If Animals is higher than the MRD baselines –> Younger than 18

If Family is higher than the MRD baselines –> Younger than 18

 

Tests for MRD vs. MemD

If Air is higher than the MemD baselines –> MemD

If Air is lower than the MRD baselines –> MRD

If Flying is higher than the MemD baselines –> MemD

If Flying is lower than the MRD baselines –> MRD

If Family is higher than the MemD baselines –> MemD

If Family is lower than the MRD baselines –> MRD

If Animals is higher than the MemD baselines –> MemD

If Animals is lower than the MRD baselines –> MRD

If Fantastic Beings is higher than the MemD baselines –> MemD

If Fantastic Beings is lower than the MRD baselines –> MRD

If Christianity is higher than the MemD baselines –> MemD

If Christianity is lower than the MRD baselines –> MRD

If Death is higher than the MemD baselines –> MemD

If Death is lower than the MRD baselines –> MRD

The Distinguishing Features of Big Dreams

If someone presented you with two sets of dreams, one of most recent dreams and one of highly memorable dreams, you could predict with a high degree of confidence which type of dream was in which set, based only on word usage frequencies.

The set with more references to flying, air, family, animals, fantastic beings, Christianity, and death is more likely to consist of highly memorable dreams.

This is a testable hypothesis that emerges out of a comparison of the SDDb baselines for most recent dreams (MRDs) and highly memorable dreams (MemDs), available here.  To be clear, it’s a prediction of probability, not certainty.  Some highly memorable dreams have none of these elements, while some most recent dreams have several of them.  But according to the SDDb baselines, it is the statistical tendency of highly memorable dreams to contain significantly more of these elements than we generally find in most recent dreams.

Whether or not this hypothesis has any practical application, it adds new evidence in support of the theoretical claim that dreams are meaningfully structured not just for the individual dreamer but also in relation to each other.  There really are different types of dreams, and their differences can be expressed in increasingly precise terms.

Other researchers such as Harry Hunt and Don Kuiken have proposed psychological models to account for different types of dreams (what Hunt calls “the multiplicity of dreams”).  I am not yet at the point with the SDDb baselines to feel comfortable engaging directly with their approaches, but that is definitely a long-term goal.

At this stage I want to look more closely at the higher-frequency MemD elements and try to understand what they might contribute to the dreams’ long-term impact on waking awareness.

Flying: Not all dream references to flying involve magical powers–some relate to the flight of birds, or flying on airplanes, or floating in water, or time “flying” by.  But many of the references are indeed about people flying magically, and I think it makes good sense that overall, MemDs have significantly more flying references than MRDs.  I would be surprised if it were otherwise, based on the recurrence of magical flying dreams through cross-cultural history.  Genuine flying dreams tend to be quite vivid and realistic, and it’s reasonable to assume that such unusually stimulating sensations would make a lasting impact on waking awareness.

Air: Some of the air references occur in flying dreams, but in most MemDs the air references appear in different contexts: the dreamer is struggling to breathe, or facing a tornado, or noticing the wind blowing.  I don’t know about dreams of wind, but certainly with dreams of tornados and potential suffocation the memorability of the experience is likely to be very high.  A tornado is the most powerfully destructive form of air in nature, and suffocation is a perennial threat to human life, perhaps especially in sleep for people who snore or have apnea.

Family: References to family members appear often in MRDs; they appear even more often in MemDs.   I think it’s fair to say that most people’s strongest emotional relationships (both positive and negative) are with family members.  Thus it makes sense that their appearance in a dream correlates with high memorability.  Looking in more detail at the word search results, references to parents (e.g., mother, father, mom, dad) tend to be the highest, suggesting that dreams in which the individual is cast as a child or in a child’s role are more likely to be memorable.

Animals: Based on any of several different theories (psychoanalytic, developmental, evolutionary), it could be expected that MemDs would have a higher proportion of animals than MRDs.  Psychoanalytically, animals symbolize powerful instinctual energies. Developmentally, animals appear more often in children’s than in adults’ dreams, and MemDs are often recalled from early in childhood. In evolutionary terms, animals in dreams may reflect ancestral threats that we are innately primed to notice and remember.

Fantastic Beings: This category by definition includes characters who are not “real,” so their appearance in dreams naturally arouses some degree of heightened awareness and emotional impact.  Many of them are perceived as extremely frightening and dangerous to the life of the dreamer.  I was surprised by the SDDb baseline results that the MemDs do not have more fear-related emotions than the MRDs, but perhaps what makes some MemDs different is the supernatural source of the fear. There is a connection to be made here with the notion of “minimally counterintuitive supernatural agents” as used in the cognitive science of religion–dreaming is a rich experiential source of people’s religious and spiritual beliefs about such beings.

Christianity: Many references to Christianity in both MRDs and MemDs are relatively trivial references to Christmas, or mild oaths, or a person’s name.  But more often in the MemDs there are direct references to interactions with Jesus, battles with demons, visiting heaven, and worshipping in church.  In a majority-Christian country like the U.S., where all the SDDb baseline participants reside, this seems like an expectable result.  Insofar as Christianity, like most religions, is concerned with deep questions of morality, suffering, and faith, any dream that refers to religious teachings is likely to register more memorably in the dreamer’s awareness.

Death: Whether considered in religious or secular terms, death surely counts as a major existential concern of human life.  Dreaming itself has long been mythologically associated with death, and cultural traditions all over the world have stories about dreams as a portal to the afterlife.  In MemDs the theme of death takes many forms: other characters dying or being killed right in front of the dreamer, dead relatives appearing as if alive (i.e., visitation dreams), and, more rarely, the dreamer him or herself dying.  When the prospect of mortality arises in a dream, it’s not surprising that the individual takes notice and remembers.

What do these seven higher-frequency MemD elements have in common?

For one thing, several of them involve “counter-factuals,” i.e., phenomena that are literally impossible in ordinary waking life.  Magically flying in the air, encountering fantastic beings, seeing people who are dead appear as if alive–these are strikingly anomalous experiences that stand out from ordinary life and make a big impression on memory.

Secondly, several of the MemD themes involve dire threats to the individual’s life and well-being.  Dreams of death, demons, monsters, wild animals, suffocation, and tornados naturally arouse a host of psychological and physiological responses that can literally seize the dreamer’s attention and hold it long after waking.

Thirdly, a few MemD themes relate closely to the prominent themes of children’s dreams generally, with more animals and higher family references.  As I noted earlier, the SDDb baseline for MemDs includes numerous childhood-era dreams reported by children and adults, so it is definitely skewed toward children’s dream content.  That means the differences between MRDs and MemDs could be explained as artifacts of the differences between adults and children.  I grant there will be a large degree of overlap between highly memorable dreams and children’s dreams–precisely because the most memorable dreams people often recall are dreams from childhood.

Not all children’s dreams are big dreams–but many big dreams are dreams that have been remembered from childhood.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

A Primal Difference (Part 3 of Creating a Baseline for Studying Patterns in Dream Content)

What makes unusually memorable dreams different from average, ordinary dreams?  Putting it in Jungian terms, how are big dreams different from little dreams?

 

The SDDb baselines for most recent dreams (MRDs) and memorable dreams (MemDs) give a very precise and empirically based answer to this question.

 

MRDs tend to use more words relating to perception, emotion, cognition, social interactions, and culture.

 

MemD tend to use more words relating to flying, air, family, animals, fantastic beings, Christianity, and death.

Overall, MRDs are more anchored in present waking circumstances, while MemDs seem to have less connection to current social reality.   MRDs reflect more of daily life, while MemDs express deeper existential themes.

These results derive from 828 female MRDs and 691 male MRDs, compared to 801 female MemDs and 504 male MemDs.  You can see the spreadsheet here.

With the help of Dominic Luscinci at Far West Research, I analyzed these four sets of dreams in terms of their similarities and differences, adjusting the levels of statistical significance to account for multiple tests in each word class to protect against type 1 errors.  Fisher’s Exact Test was used in cases where the criteria for chi-square testing were not present.

Before getting into the MRD vs. MemD comparison, I wanted to know what gender differences were most significant. I found that female MRDs and MemDs are more likely than male reports of both types to include references to emotions (especially fear), characters (especially family), speech, and friendly social interactions.  Female MRDs have more perception and cognition, while male MRDs have more physical aggression and sexuality.

There are fewer gender differences in the MemDs than the MRDs.

Then I looked at the MRDs and the MemDs to see what differences show up for both males and females.  I found that MRDs for both genders have more references to emotion, cognition, social interactions, and culture.  MemDs have more references to nature (especially air and flying), characters (family, animals, fantastic beings), Christianity, and death.  The female MemDs have more fire, falling, and physical aggression words.  The male MemDs have more chromatic and achromatic colors.

There are many more differences between MRDs and MemDs than between the males and females.  The comparison with the fewest differences was female MemDs vs. male MemDs; these two sets of dreams were the most like each other.

My first reaction to these findings was surprise that the MRDs had more words relating to perception and emotion, since I expected these indices of intensity and vividness would be more frequent in highly memorable dreams.

But I also felt good because these results basically replicate a 2011 study I did with Ernest Hartmann on big dreams.  In the conclusion of that article we wrote “people’s big dreams are distinguished by a tendency toward ‘primal’ qualities of form and content: more intense imagery, more imagery picturing nightmarish emotions, more nature references, more physical aggression, more family characters, more fantastic/imaginary beings, and more magical happenings, along with less high-order cognition and less connection to ordinary daily surroundings.” (p. 165)

These findings are very similar to the SDDb baseline results.  They give me confidence that these differences between MRDs and MemDs are real and not the result of random variations in the data.

The comparison with the 2011 study is not perfect, since a) that project did not adjust the dream reports for word length, including reports of less than 50 and more than 300 words, unlike the SDDb baselines, b) some aspects of the conclusion (e.g., intense imagery, nightmarish emotions) were derived from Hartmann’s Central Image scoring system and did not emerge from the word search analysis, and c) the participant pool had a big gender imbalance (147 female, 15 male).  However, the mostly female composition of the 2011 study actually points to an even closer alignment with the SDDb female results because the female MemDs (but not the male MemDs) have higher frequencies of fire, falling, and physical aggression, all of which seem consistent with the 2011 study’s conclusion.

In a future post I will look at the SDDb’s high-frequency MemD elements–flying, air, family, animals, fantastic beings, Christianity, death–to try and discern what each of them adds to the dream’s memorability and impact on the dreamer.

 

Cosmo Romance Dreams

A couple of years ago a reporter from Cosmopolitan magazine sent me a list of dream types she had gathered from other women in her office.  I can’t remember if an article ever appeared, but I thought the dreams were interesting as expressions of the concerns many women feel about their romantic relationships.  Here is the intro I gave to the reporter, the dream types, and my comments. (Note: I just found a copy of the article.  It appeared in the December 2010 issue, p. 112, under the rather lurid title “What Your Freaky Love Dreams Mean.”)

 

Many of these dreams seem to have a distressing, negative tone, so let me say that in general I look at “bad” dreams and nightmares as valuable opportunities for insight and growth.  Such dreams usually revolve around the most emotionally important and challenging issues of our lives.  They focus on our difficulties precisely in order to give us a deeper understanding of what’s going on and what we might do about it.

 

1) You’re back with an ex.
*Is there a different interpretation depending on whether the ex you dreamt about was a nice guy who you had a good relationship with vs. a bad guy who didn’t treat you well?
Dreaming about one’s past romantic partners never ends.  He may be gone from your waking life, but, for better or worse, he’ll linger in your dreams forever.  These kinds of dreams do NOT automatically mean you want to get back together with him.  Rather, they reflect the complex and long-lasting impact any serious relationship makes on your unconscious mind. The details of the dream are important: I would want to know, in what situations does your ex appear?  What kind of emotional energy does he bring into the dream scenario?  If he’s a “good” ex, perhaps the dream suggests there’s still a way in which his presence is a helpful force in your waking life.  If he’s a “bad” ex, maybe it reflects a sense of still being trapped in the relationship, or possibly threatened by something symbolized by his kind of personality.

2) Your partner betrays you in some way (like cheating, lying, or revealing something personal about you to everyone).
This is the price of a committed relationship: a vulnerability to betrayal.  No matter how strong a relationship may appear in waking life, both people inevitably suffer some degree of insecurity, both conscious and unconscious, about their partner’s being unfaithful.  This insecurity naturally comes out in dreams that vividly portray how badly you would feel if your partner violated your trust and fidelity.  It’s possible the dreams are clues to an actual problem in the relationship (again, the details matter), but usually such anxiety dreams are reminders of our exposure to extreme emotional pain whenever we form a romantic bond with someone else.
3) You blow it with your man (whether by having a one-night stand, saying something cruel to him, etc.).
Monogamy doesn’t come easily.  We all have within us complex and conflicting feelings about our romantic partners.  It’s important to acknowledge and accept those feelings when they arise in dreams, even if we don’t necessarily act on them.  That said, if someone were having these dreams frequently, I’d certainly wonder about the quality of their waking relationship.
4) You’re engaged, and there’s something off about your ring—the stone is missing or so small you can’t see it, it’s ugly, etc.

An engagement ring is an ancient emblem of love and commitment, a very public announcement of two people’s plans for a future life together.  This makes it an excellent dream symbol for a person’s feelings about the impending marriage.  Because the focus in these dreams is usually on the appearance of the ring, I’d want to ask if there’s a concern about the appearance vs. the substance of the relationship.

5) Something weird happens during your wedding (like you can’t see the groom’s face).

A wedding is one of the most momentous rituals of human society, a true rite of passage that forever binds two people’s lives into one.  The awesome magnitude of this life change is often reflected in distressing dreams of wedding day disaster.  A Buddhist perspective might be helpful here: In that tradition’s view, a dream of wedding catastrophe could be a good dream because it shows your old way of life is dying and a new and better way of life is being born.  The weirdness reflects the shifting of your reality from the past to the future.  In the case of the groom’s missing face, it might be that his appearance and personality are not the primary focus here; what’s ultimately important is the power of the vows you’re making with him.

Animals in Dreams

Below is the section on animal dreams from my video talk for the IASD Australian Regional Conference held last week in Sydney.  I would be very interested in hearing from people whose dreams include types of animals NOT mentioned in my findings, to help us develop an even broader sense of oneiro-zoology (yes that’s a made up word!).

 

Animals: I searched the SDDb for many different types of animal-related words, but I’m sure I missed some, so this is an area needing improvement.  What I found in this study [of 2087 total dreams, 1232 female and 855 male] was 16% of the female reports and 14% of the male reports including at least one animal reference.  Consistent with what previous researchers have found, the children’s dreams in my sample have a higher percentage of animal references (24% for the girls, 20% for the boys).  Does this mean children are “closer” to nature than adults?  Perhaps.  It does seem that a higher proportion of animals in children’s dreams (or should we say a diminished proportion of animals in modern Western adults’ dreams?) is a stable pattern across many studies.

The animals that appeared most often were, in order, dogs, cats, horses, bears, fish, snakes, birds, and insects.  The first three—dogs, cats, and horses—are among the most familiar domestic animals.  Bears are NOT domestic animals, and they actually appear most often to be aggressive, threatening creatures in dreams.  Among different types of fish, sharks appear frequently like bears, as frightening predators, putting the dreamer in the harrowing position of prey, the hunted.  In other dreams, however, ocean dwelling creatures like whales and dolphins reveal an amazing intelligence that teaches the dreamer something new about the natural world.