BRONY STUDY (Research Project)

Study Results


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Thank you again for your assistance with our study. 
This section is currently undergoing an update. 
The sudden influx of Bronies (over 1400 in 3 days) before Survey2 was launched has necessitated a reanalysis of the final data set. 
The revised and updated results will be posted as soon as they are avaliable.

First, the researchers want to sincerely thank all the Bronies and their family and friends for everyone’s co-operation in completing our surveys.  The Brony survey was particularly long and detailed; however, we received 1300 responses in 72 hours, which is an almost unheard-of sample for psychological research.  We believe this response reflects a dedication to our project and its goal of helping the world to a truthful understanding of the Brony community.Before we begin to share the study results with you we would like to outline the general purpose and goals of our study:
                 
1)      To answer the question “Who are these Bronies?” by looking at general population characteristics for example, age, gender. In addition, this information will allow us to address some reoccurring MYTHs about Bronies, for example:  “It’s a gay thing!”
2)      To better understand the range of “fan behaviors” displayed by Bronies (e.g., read fan fiction; recruit new members; ask WWPD; etc.).  This information will help us to better understand the different functions/benefits that being a Brony plays in people’s lives.
3)      To determine whether different “Types of Bronies” exist and what fan behaviors and personality characteristics differentiate these types.
         
Finally, we would like to note that it is our goal as researchers to maintain a detached scientific attitude towards the Brony community.  We have heard some concerns expressing the idea that research studies like ours always end up expressing negative and derogatory results. Please understand that it is our goal to find the “truth” about the Brony community and to let the “data speak.”  One of us has no direct connection to the community; however, for the other it is personal.  Just three months ago a happily adjusted family member announced to the world: “I am a Brony!”  With that statement this research project was born out of a desire to understand and an attitude of acceptance and a sense of fascination.     
      
Who are the Bronies?
   
We are far from the point that we can present a thorough analysis of this question with respect to Bronies versus the general population.  This is a result of the disappointing lack of responses by the general population (150 as of this writing).  But in going through the data we are able to give you a general picture of the Brony population.  In addition, we can use this data to dispel some common myths about Bronies. So here it is, and we doubt that those of you who took the survey will be surprised – we weren’t.
    
Gender: First of all, while 87% of the respondents were male, almost one in eight respondents were female.  Obviously, the term Brony conveys the idea of the population as “males who like My Little Pony.”  However, it appears that while some female fans of MLP have adopted the term “Pegasister” other use the Brony label.  For purposes of our current study we will use the term Brony to cover both male and female adult fans of MLP. Please note: In later analyses we will look at male and female Bronies as separate groups.
    
Myth: Being a Brony is a male thing!  BUSTED as Not True
    
Age: Most (53%) of our subjects were under the age of 20 with the next largest group (41%) being between 20 and 30 years old.  The average age of our population was 21.33 with our oldest Brony being 57 years old.  In fact there were only 9 subjects over the age of 40.  Clearly the Bronies in our study represent a late teen and young adult population.
    
Myth: Most Bronies are young people! True… However, it is possible that our study failed to attract older Bronies or that we failed to recruit them in the internet sites they frequently visit.
    
Sexual Orientation: Some people might ask why we inquired about sexual orientation when it often represents a very personally and politically sensitive topic. This is true, however, one of the prevailing reactions by people when they first hear about Bronies is to state “It must be a gay thing!”  Not surprising to us, 70% of the Bronies described themselves as being heterosexual.  Twelve percent identified themselves as bisexual, and only 2% as homosexual.  Nine percent labeled themselves as Asexual or not interested in sex and 3% were unsure of their orientation.  In general the population was very open in discussing their orientation as only 2% choose to not respond to this question.
    
Myth: Being a Brony is a sign of a homosexual orientation! Busted as Not True
    
Education Level: Nineteen percent of the Bronies are currently students in High School and an addition 15% have completed HS. The largest group of Bronies (43%) is currently in college with an additional 15% who are college graduates.  Five percent of the population are currently in or have completed advanced graduate degrees.
    
Myth: Bronies are highly educated and/or students!  True… with sixty three percent of the Bronies in or having completed college they represent an educated population.
    
Regions of the World: To our surprise, the Brony Phenomenon has a worldwide reach!  Bronies from all over the world responded to our survey.  Not surprisingly 69% were from North America, however, 21% were from Europe, 7% were from “down under” and 2% from South America.  Both Asia and Africa were sparsely represented!  It is possible that language issues may have impeded these Bronies from participation or that we failed to recruit them in the internet site they frequently visit.
    
Myth: The Brony Phenomenon is an American (North American) thing! Busted as Not True  
    
These represent a simple presentation of the Demographic data from the survey.  As you can see it has addressed several persistence myths about Bronies.      

Brony Fan Behaviors
Now that we have discussed the demographic makeup of our Brony population it is time to talk about our second study question:
How do Bronies differ in their interest and approach toward MLP?    
Any study of a group of fans is going to look at how they view the object of fan interest (MLP in this case) and the specific behaviors, both public and private, that they display.  Understanding these factors helps explain differences between Bronies and allows us to look for “types” of Bronies.  The 100+ items that asked Bronies about their thoughts, feelings and behaviors/actions towards MLP were studied using a series of Factor Analyses.  The items had been chosen/created based on interviews with Bronies and research factors that have been found to influence “Avid” fan behaviors in other areas (e.g., sports, movies, etc.). These analyses produced sixteen dimensions/factors upon which Bronies differ.  Here is a brief presentation of each along with an item from the survey that best captures this dimension. Please note that we have included the percentage of variance that each factor accounted for, in general the larger this number the stronger that factor is within the Brony population.    
Initial Reaction to MLP    
Two factors were found to best capture the Bronies’ initial reaction to MLP.  They are:    
Negative Reaction  - (29% of the variance)  This represented a general negative reaction and is represented by the item “I thought the idea that I might like MLP was strange and creepy.”    
Positive Reaction – (21% of the variance)  This represented a general positive reaction and is represented by the item “I thought it was cool and something I could be passionate about."       
It is interesting that the initial negative reaction is the stronger reaction, and leads to a question of how these Bronies overcame this initial reaction to become a “fan.”     
Show Experience     
An important question to ask is “what do the Bronies like about the MLP show?”  Individual Bronies may like very different aspects of the show.  Two factors were found to best explain their interest. They were:     
ShowFeel – (46% of the variance)  This represents a strong response to the feelings generated by the show and is represented by the item “I find myself drawn onto the total experience of the show, the feelings cannot be put (adequately) into words.”     
ShowQual – (14% of the variance)  This represents a response to the stimulus qualities (color, action, story line, etc.) of the show and is represented by the item “I very much enjoy the action and animation of the show.”     
Please note that individual Bronies maybe high in one of the two, both or neither. In addition, the amount of variance accounted for by the ShowFeel factor seems to indicate that it is the feelings produced by the show that are most important for the majority of Bronies.     
Fan Behaviors     
This group of items tried to capture the actions/behaviors of the Bronies with respect to their interest in MLP.  The analyses found four groups of these behaviors:    
Engaged Fan – (32% of the variance)  This group of items relates to the Brony’s interaction with the larger Brony community and is represented by the item “I frequently read MLP fan fiction, and/or follow MLP themed web postings and meme threads.”     
Visible Fan – (8% of the variance)  These items related to public (or potentially public) behaviors that display to others an interest in MLP it is represented by the item “I collect/own MLP figurines.”     
Dedicated Fan – (6% of the variance)  These items all pertain to a willingness to sacrifice time and efforts on MLP that could be spent with family and friends.  It is represented by the item “I have sacrificed spending time with family and nonBrony friends so that I could be involved with MLP.”      
 Rerun Fan – (5% of the variance)  This group of items relate to the Brony’s dedication to the show and their interest in returning to watch the episodes repeatedly.  It is represented by the item “I often watch a MLP episode a second time to see what I might have missed.”     
The amount of variance accounted for by these factors indicates that the social function (engagement) of being a Brony and interacting with other Bronies plays a significant role in the Brony community.     
Identity Aspects      
A set of items were included to assess the degree and nature of an individuals identification with the Brony community.  This analysis yielded two factors:     
Public ID – (38% of the variance)  This group of items indicates a comfort with and willingness to go public with ones “Bronyhood.” It is represented by the item “I am comfortable talking to people about MLP and admitting that I am a Brony.”     
Special ID – (16% of the variance)  These items relate to feeling “special” as a Brony.  It is represented by the item “As a Brony I feel like I am part of a special group of people.”     
Social Interaction Aspects     
Peer Positive – (30% of the variance)  This group of items relates to positive social interactions with peers about MLP and is represented by the item “If I hear someone using a MLP phase I immediately expect that we will become friends.”     
 Family Involvement – (18% of the variance)  These items indicate a degree of family members’ involvement with MLP.  It is represented by the item “Some of my family members watch MLP regularly.”     
 Isolated Negative – (12% of the variance)  This group of items relate to feelings of isolation, a lack of interest in meeting other Bronies and somewhat negative feelings toward other Bronies.  It is represented by the item “Few of my peer group watch MLP.”     
Once again we see the apparent importance of the social aspect of being a Brony as well as an indication of an isolated subgroup within the population.     
Moral Aspects     
Individuals can find meaning and guidance in very different activities.  In an effort to investigate the importance of MLP can play in Bronies lives a number of items asked about meaning and guidance.   Two factors emerged:     
 Guidance – (43% of the variance)  These items relate to finding a sense of guidance within MLP. It is represented by the item “The MLP moral message represents a realistic approach you can use to face life’s problems.”     
Faith – (16% of the variance)  This group of items relates to the central priority of MLP in a Brony’s life and it’s almost religious nature.  It is represented by the item “It (MLP) is my number one priority, all that I can think about.”     
Virtues      
 A series of items were generated based on the Boy Scout Oath as these represent qualities that are often held up as an ideal.     
Virtues Expressed – (50% of the variance)  A single factor using all nine items relate to the level of “virtues” emphasized by the MLP characters and story lines.  The most important of these virtues was “Kindness (Showing compassion towards others whether they are friends or strangers).”     
Individual Bronies can score high or low on these sixteen factors in a multitude of combinations.  It is important to look for patterns within these factors and how these patterns are related to personality variables.  These sixteen Fan Factors will now be used to create profiles of the different TYPES OF BRONIES.  Again, thank you for your help… visit the webpage later next week for further results and always remember to spread the word about our study to any and all Bronies you meet!

Types of Bronies and the Final Results

We would like to thank all of our loyal Bronies who have waited with a great deal of patience for this installment of results.  Like any good research endeavor we have answered some questions and raised many new ones! Part of the reason it has taken more than a week to post these results is that we struggled with the issue of how to best present the results before we realized that we really have two questions to answer.  One question has to do with the existence of “types of Bronies” and the other has to do with the prediction of Brony fan behavior.  We will first speak to the question of Types of Bronies:
Towards Finding Types of Bronies:

Within the field of Psychology there is considerable discussion about the usefulness of placing things into a Typology (labeled categories).  Most people look towards this information (i.e., What type of teacher are they?) to help make decisions (i.e., Should I take this class?) or predictions (i.e., Is this someone I can trust?).  Psychologist will often point out that the down side of this approach is that you lose a lot of information (unique details) when you force people, object or events into rigid categories (i.e., putting round pegs into a large square hole).  However, it seems to be a natural human process to create such categories.  If you are so inclined please look for yourself or the Bronies you know in this Brony Typology, however, do not be distressed or overly critical if you DO NOT find an exact fit for yourself or the Bronies you know. Some individuals will fall on the boundary between categories and not fit neatly into one “Type” of Brony.

Now that we have established the various ways in which Bronies can differ with respect to their interest in and approach to MLP it is time to look for patterns of these behaviors which can be thought of as “types” of Bronies.  Excluding the Bronies initial reaction to MLP from the equation, the other fourteen factors were analyzed using a second Factor Analysis.  These results found two consistent patterns or Higher Order Factors:

1)      The Social Factor (45.6% of the variance) The largest and strongest pattern, a high score on this factor was associated with both of the Moral aspects described as Faith and Guidance which indicates an interest in the show and its moral message that may reach an almost religious fever and depth of conviction.  A high score on this factor indicated that all four of the Fan Behavior factors (Engaged, Rerun, Dedicated and Visible) were important.  Such an individual would appear to be a highly social, dedicated and an openly visible Brony. In addition, individuals with high scores appear to feel special (SpecialID) about their inclusion in the Brony community and they reportedly find the feelings generated by MLP (ShowFeel) to be more important than the appearance or action of the show (ShowQual). 

2)      The Isolation Factor (10.3% of the variance)  A smaller pattern, individuals scoring high on this factor stand out because of their sense of isolation from the more social members of the Brony community (high Isolated Negative). They are unable to share their interest with family and friends (low Family Involvement) and do not display public or visible signs of their interest in MLP (low PublicID and low Visible Fan).  Individuals with high scores may not feel comfortable or safe even with other Bronies. 

The Four Types of Bronies

 The next step in our process is to use these new factors to create our Brony Types.  First a Social factor and Isolation factor score was calculated each subject in our study.  Then these scores were classified as being either in the upper or lower distribution (a High score or Low score).  This allowed us to place each subject into one of four groups: High Social – Low Isolation; High Social – High Isolation; Low Social – High Isolation; Low Social – Low Isolation. These four groups were then compared on two sets of variables: a series of personality variable which were assessed by the survey, and a set of variables concerning the Bronies initial reaction to MLP, how they discovered MLP and the level of virtues they saw in the MLP characters and storylines.  Here is a description of each type of Brony based upon these comparisons:
 1)      Social Brony (High Social – Low Isolation) [37.5% of all study subjects, 78% describe themselves as heterosexual]  For these individuals being a Brony may at times provide them with a strong sense of moral guidance and they would generally be described as dedicated and engaged fans.  These are the Bronies that are most likely to attend BronyCons, “ponytize” their belongings and wear MLP merchandise clothing. They enjoy the feelings the show produces in them, feel that being a Brony makes them special and see MLP episodes as emphasizing a high level of positive virtues. These individuals are very open about their “Bronyhood” and readily share this identity with family and friends.  They may be very engaged and interested in finding and interacting with other Bronies.  Their initial reaction to MLP was generally positive and they were often “turned onto” MLP by family or friends.    Their personality traits indicate that they are outgoing social individuals who tend to seek and enjoy other peoples company.  They often have a wide circle of friends (Extraverts) and are open to exploring new experiences.  They endorse a high level of what are called “expressive attributes” which are often associated with: heightened emotional sensitivity, an ability to express emotions, and a positive social orientation.  They also display a high level of Absorption, which indicates they have an ability and preference to become deeply involved and “lost in” experiences (movies, games, artwork, sunsets, etc.). Being a Brony appears to serve a Social and a Guidance function in the lives of these individuals.
 We chose the label “Social” Bronies because these individuals are overtly social with respect to their approach to being a Brony as well as their personality characteristics. 
 2)      Secret Brony (High Social – High Isolation) [12.6% of all study subjects, 91% describe themselves as heterosexual]   Like the Social Brony these individuals may find that MLP provides them with a sense of guidance and direction and they are likely dedicated and engaged fans.  They tend to enjoy the feelings the show produces in them and see the episodes as endorsing a high level of positive virtues.  While “being a Brony” makes them feel special, these individuals are unable to share their interest in MLP with family and friends and may feel uncomfortable and unsafe sharing their identity ever with other Bronies. They are likely to engage other Bronies only over the internet and use internet Avatars that hide their identity.  It is unlikely that they would attend fan gatherings or display any MLP merchandise. In general their initial reaction/feels towards MLP were negative and the discovery of MLP was accidental while doing other things on the internet.    While their secretiveness maybe a product of the non-acceptance of such interests by family and friends, these individuals display personality traits that indicate a tendency to prefer more solitary activities, display a cautiousness about interacting with strangers, and possess a small group of intimate friends (Introverted). However, at the same time these individuals appear to be personable and caring, they like to “fit in” and desire positive social interactions and friends (High Agreeableness).  Having the ability to connect through the internet keep these individual plugged into the Brony community.
 We chose the label “Secret” Brony in recognition of their hidden Brony identity, from family and friends, but social identification and engagement with the Brony community. 
 3)      Hidden Brony (Low Social – High Isolation) [39.6% of all study subjects, 87% of them describe themselves as heterosexual]  Unlike the Social and Secret Bronies these individuals do not appear to be dedicated and engaged fans in the sense of displaying outward signs of their interest in MLP.  They do not appear to seek guidance or moral messages from MLP and are not deeply engaged with the Brony community in the fashion of the Social Bronies.  Like the Secret Bronies these individuals are unable or uninterested in sharing their identity as a Brony with family and friends and may feel uncomfortable even with other Bronies. Like the Secret Bronies they are likely to engage other Bronies only over the internet and use internet Avatars that hide their identity.  It is unlikely that they would attend fan gatherings or display any MLP merchandise.  While their secretiveness maybe a product of the non-acceptance of such interests by family and friends, these individuals display personality traits that indicate a tendency to prefer more solitary activities, display a cautiousness about interacting with strangers, and possess a small group of intimate friends (Introverted).  These individuals are generally cautious about new experiences; they displayed a low level of positive reactions when first exposed to MLP and tended to discover MLP by accident on the internet. Unlike the Social Bronies these individuals scored low on the trait of Absorption indicating a concrete “it is what it is” approach to experiences, and displayed a low level of “expressive attributes” indicating less emotional expressiveness, lower emotional sensitivity and lower social orientation.
  We chose the label “Hidden” Brony because these Bronies are not only hidden from family and friends, but because of their low engagement with the Brony community maybe largely hidden from other Bronies.
  4)      Independent Brony (Low Social – Low Isolation) [10.2% of all study subjects, 81% describe themselves as heterosexual] These individuals are not dedicated and engaged fans in the sense of seeking positive social interactions with other Bronies and may not display outward signs of their interest in MLP.  They do not appear to seek guidance or moral messages from the ponies and are likely not deeply engaged with the Brony community. However, these individuals are very open about their “Bronyhood” and likely share this identity with family, friends and strangers.    Like the Social Bronies these individuals can be described as outgoing social individuals who tend to enjoy other peoples company and have a wide circle of friends (Extraverts), however unlike the Secret Bronies who to care what other people think and want to be agreeable, these individuals tend to not care what others think or feel (low Agreeableness).  These are individuals who like to interact with others but may not care if it is in a positive or negative way.  They may at times find pleasure in saying things that upset other members of the community and identify themselves as a Brony for the “shock value” it creates with nonBronies.  These individuals generally had a negative initial reaction to MLP and were directed to view it by friends. We chose the label these “Independent” Brony because of their openness about sharing their “Bronyhood”, but the fact that they are not highly engaged or tied to the Brony community.
 A few Observation and Conclusions about the Brony Typology: 
 1)      It appears (is hypothesized) that the Social and Secret Bronies are drawn to the Brony community as it helps to meet their overt social needs and provides them with a sense of guidance.
2)      What motivates the Independent and Hidden Bronies? We all have a combination of “needs”, some are Interpersonal (visible to others and often involving others) while some needs are Intrapersonal (hidden from view, internal and personal, may not involve other people directly). Perhaps for these two groups MLP and being a Brony fulfils more Intrapersonal needs. These were needs our survey did not attempt to measure. This question (and these needs) warrants further investigation.
3)      A review of the sexual orientation data reveal that the Secret and Hidden Bronies had the highest percentages of Bronies who identified themselves as heterosexual.  This raises the possibility (a hypothesis) that part of the reason they are not open with their “Bronyhood” is a fear that they will be targets of “it’s a gay thing” taunts.  Add to this their tendency to be more Introverted may have resulted in a “keep your mouth shut, keep it a secret” defensive approach. 
4)      Any typological approach will be limited if it fails to adequately measure the entire population.  We are attempting to assess the total Brony population; however, we have limited our effort to internet recruitment and visiting the sites frequented by self-identified Bronies.  Therefore, it is possible that the distribution (numbers) of Bronies may be off as we may have missed some groups of Bronies.  With your advice and help we hope to find and assess any missing and overlooked Bronies.
5)      Nowhere in our results were there any indications of the existence of systematic psychopathology (mental problems and difficulties).  There was no indication that our Hidden Bronies are hiding because of any pathology.  However, we only included one measure (Neuroticism) that has been found to directly be indicative of pathology.  Therefore, it could be argued that we didn’t find it because we were not looking for it, this is why we may need with our follow up survey to look more closely at this question.  Please note: In any population of people you will find some sad/distressed/troubled individuals, this is to be expected and should not be held up as evidence of a problem with the population as a whole or its unique characteristic (being Bronies).  It is our feeling (and hypothesis) that NO such connection exists within the Brony population.

Predicting Brony Fan Behavior 
As we mentioned earlier, the process of placing individuals into “types” or categories may be useful in making decision about what to expect from people (e.g., BronyCons will be populated mostly by Social Bronies, and as such are a good place to market merchandise.) However, social scientists often are more interested in asking questions about what “causes” someone to join/become a fan or leave/drop out of a fan group.  These questions are best answered by conducting a Regression Analysis. This analysis tells us which of numerous variables best predicts or accounts for a person’s (Brony) survey score.  Two analyses were conducted; one predicted the Total Social Factor score and the other the Total Isolation Factor score (the same scores that were used to create the Brony Typology).  Both analyses used the Personality variables (Extraversion, Conscientious, Openness, Agreeableness, Neuroticism, Absorption, Gender Stereotype score and Androgyny score) and subject Age.  Here are the results: 
Prediction of the Total Social Factor score In this analysis variables are entered into the calculation based on their strength/importance (from most to least) and only as long as they contribute a significant amount of understanding to the equation (outcome). The variable of Absorption was the first (most important) to enter, followed by: Conscientiousness, Extraversion and then Gender Stereotype.  All together this four variable solution was found to do an adequate job (a significant result) and explained about 19% of the variation in the Total Social score. This indicates that individuals who identify themselves as “being a Brony” and possess the following traits: open to new experience, imaginative, with an ability to fully engage their attentional resources, self-directed, reliable, careful, considerate of others, enthusiastic, talkative, emotionally sensitive and expressive, will score higher on the Social Factor score. 
Prediction of the Total Isolation Factor score In this analysis the same set of Personality variables were entered into the calculation which predicted the Total Isolation score.  Once again the variable of Absorption was the first to enter the analysis; however it was in a negative direction meaning that a low score on this trait predicted a high score on the Isolation factor.  This variable was followed by: Extraversion (in a negative direction), Openness to New Experiences (in a negative direction), Conscientiousness (in a negative direction) and Androgyny (in a negative direction. All together this five variable solution was found to do an adequate job (a significant result) and explained about 14% of the variation in the Total Isolation score. This indicates that individuals who identify themselves as “being a Brony” and possess the following traits: cautious about new experience, less imaginative, take a concrete approach to experiences, prefer solitary activities, are more introspective, less goal directed, more laid back, and less likely to display a balance of expressive and instrumental (goal and task directed) traits, will score higher on the Isolation Factor score.
 A few Observation and Concluding remarks about the Brony Study results: 
1)      Clearly personality traits are important in understanding an individual’s response toward MLP and the Brony community.  The fact that the same set of personality variables predicted both the Social and Isolation Factor scores (Absorption, Extraversion, and Conscientiousness) indicates that it may be helpful to view Bronies as falling along a continuum between these two poles.  This does not help us understand why people are drawn to MLP, but is helpful in understanding why individual Bronies differ in their approach to the Brony community.
2)      Anyone knowledgeable about regression analysis will be quick to point out that the amount of variance accounted for by our analysis, while significant, were reasonable small.  This indicates that other variable (personality traits we did not assess perhaps) may be important in predicting these score.  We agree and intend to explore other (over looked or excluded) variables in our follow up survey.
3)      As we mentioned at the beginning, our survey has help to dispel some misconceptions about the Brony community, however, it has also raised a number of questions (especially about functions and motivations for being a Brony) that we feel warrant further investigation.
4)      We would like to once again thank all of the Bronies, family, friends, students and strangers who expended their time, dedication and patience to taking part in our study.  We (the researchers) feel honored to have this opportunity to help the Brony community better understand its membership and dispel some of the negative myths/stereotypes that haunt the community.  We hope that you (members of the Brony community) will continue to support our ongoing research efforts by providing us with valuable feedback and by taking our follow up survey (which will likely be launched in the New Year). 
 5)      We have received much favorable and some useful critical feedback, keep it up!  Please use the Feedback Form (new and improved) below to share your thoughts and or concerns about the Brony Study… and have a happy holiday season! PS: Dr Psych Ology will be attending the BronyCon in New York city on Jan 7th… look for him in the crowd… he will be in partial costume!

 

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