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It started when two canine scientists decide to become pen pals in an era of digital media...

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25 October 2015

Understanding the Tame Fox: The Hunt for the Genetic Mechanisms of Fearfulness


Jessica Hekman meets friendly fox.
Guest post by: Dr Jessica Perry Hekman DVM MS

Hi Mia and Julie,

One of the things I love most about dogs is how friendly they are. What's the biggest difference between a dog and a wolf? The dog probably wants to come say hi to you. The wolf is scared of you, and may demonstrate that fear through aggression if you get too close. 

But not ALL dogs are friendly, right? If “friendliness” versus “fear” was on a spectrum, most dogs would be on the “friendly” end, but some would be down towards the “fear” end with the wolves. This is what I study: what is going on in the brain of fearful dogs to make them scared of things? What are the mechanisms that are different? I'm interested in the wiring in the brain, hormone differences, neurotransmitter differences, and more.

Right now, the way I'm studying fear in dogs is by studying fear in foxes. I know you know about the famous population of tame foxes at the Institute of Cytology and Genetics in Novosibirsk, Russia. I got to go meet these foxes recently! 

They have been bred for tameness for more than forty generations, and are a lot like dogs in their friendliness and lack of fear. In the lab where I work, we compare these foxes to another group of foxes that have been selected for fearfulness/aggression. Through comparing these very different groups, we to try to understand the biological mechanisms behind their personality differences. Foxes are evolutionarily close to dogs, and because these foxes have carefully controlled genetics and environments, they are easier to study than pet dogs are. (I still hope to transition to working directly with pet dogs some day, though.)


Hekman with friendly fox.
Over the years, much has been learned about the tame foxes: their stress response is very different from that of the aggressive foxes [1]; they have different levels of various neurotransmitters in their brains [1], and they even have differences in brain structure [2]. In the lab where I work, Kukekova Lab at the University of Illinois at Urbana-Champaign, we study the genetic differences between these groups of foxes. We hope that finding differences in their genes will help us learn more about mechanistic differences in their brains. Our lab recently published a new paper in PLoSONE [3] about some of our findings.

We are still very much at the stage of just trying to figure out where in the enormous genome (3.3 billion nucleotides!) the personality differences between tame and aggressive foxes come from. (By the way, various efforts looking at personality differences in humans are at the same stage.)


Wikipedia
Our lab's approach in this paper was to look at the entire genomes of 40 foxes, 20 tame and 20 aggressive. First we found the places in their genomes in which at least one fox was different at the level of just one nucleotide. A single nucleotide differences is known as a single nucleotide polymorphism, or SNP. Unfortunately, while a SNP might be a pointer to an important difference, most SNPs mean absolutely nothing. The problem is telling which is which. And we found thousands of them – more than 100,000 of them, which we filtered down to 8,437 of them that we actually wanted to use. So how would we figure out which ones were pointing at real and important differences in the tame fox genome?

To answer this question, we looked for differences not just between individual foxes, but between the group of 20 tame foxes and the group of 20 aggressive foxes. With 8,437 SNPs you had better bet we used computers for this. It was a surprise to me when I got into modern genomics just how much of the work deals with complex computer algorithms to process the massive amounts of data we're dealing with!


Hekman with fox at the Institute of Cytology and Genetics.
We found several areas of the fox genome in which tame foxes tended to have one version of some SNPs, while aggressive foxes tended to have another version. To understand this, it can help to think of the genome as a big instruction manual, a book called “How to Build a Fox.” Mostly the instruction manuals for tame and aggressive foxes would be the same, but in a few cases single letters would be different. 

Imagine that the tame foxes all had, “The quick brown fox jumps over the lazy dog” in their version of chapter two, but the aggressive foxes all had, “The quick brown fox jumps over the lazy doc” in their version. Basically, by finding places where the tame foxes all had one version, and the aggressive foxes all had a different version, we were finding places in the genome where we hoped to find important differences, changes that help cause the tame fox personality phenotype. We found 28 regions like this, but focused on three of them as the most interesting.

Next we looked at the genes that these changes might affect, because finding gene differences was the point of the whole exercise. Remember, we still don't know most of what most of the genes out there do! This is really dark side of the moon stuff, and everyone is still guessing about what's going on in the genome, human or fox. But here are some interesting genes we found. I'm including a “wild hypothesis” with some of them. These hypotheses are probably wrong, but I hope they help to show why these genes are so interesting to us...


Hand sniffing.

GRIN2B: this gene codes for a receptor for one of the major neurotransmitters in the brain, glutamate. Glutamate is involved in learning and memory. Wild hypothesis: maybe tame foxes are less afraid because of a difference in how they learn about what to fear.

GABARAPL1 (GEC1): this gene is involved with opioids, molecules in the brain that help us feel good. Wild hypothesis: maybe tame foxes are more friendly because social interactions feel different (better) to them.

COUP-TFII (NR2F2): this gene is important during embryonic brain development, especially in the amygdala, a part of the brain that tells us when to be afraid. This gene also influences expression of oxytocin, a neurotransmitter which functions in social bonding.

These genes are extremely interesting, but even more than that, this work helped our lab implicate specific regions of the genome in the differences between tame and aggressive foxes. That list of regions will prove invaluable as we do more work in the future, using different tools to examine the tame fox genome and seeing which tools point at the same regions.

Tame fox kisses to you both!

Jessica


Dr. Jessica Perry Hekman graduated Tufts Cummings School of Veterinary Medicine in 2012, where in addition to her DVM she received an MS for work on stress behavior and cortisol levels in hospitalized dogs. She completed a shelter medicine internship at the University of Florida in 2013, and is now a PhD student at the University of Illinois at Urbana-Champaign, where she works at Kukekova Lab. Her research interests are in the biological mechanisms behind fearfulness in dogs. You can follow her at @dogzombieblog.

Images copyright Jessica Hekman.

[1] Trut, Lyudmila N., I. Z. Plyusnina, and I. N. Oskina. "An experiment on fox domestication and debatable issues of evolution of the dog." Russian Journal of Genetics 40.6 (2004): 644-655. 


[2] Huang, Shihhui, et al. "Selection for tameness, a key behavioral trait of domestication, increases adult hippocampal neurogenesis in foxes." Hippocampus (March 2015). 


[3] Johnson, Jennifer L. et al. "Genotyping-By-Sequencing (GBS) Detects Genetic Structure and Confirms Behavioral QTL in Tame and Aggressive Foxes (Vulpes vulpes)." PLoSONE (2015).


© 2015 Jessica Perry Hekman | Do You Believe in Dog?
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13 October 2015

What can a DNA test tell you about your mixed breed dog?


The results are IN!
Rudy's DNA test results have come back.


Let's see what a DNA test can tell us about this mixed breed dog.

What you thought he was

We asked you all to place your bets on what mix of breeds he might contains, and boy did you come to the party! Here's what the poll results say YOU think he is:


The 'Other' category included suggestions of: Collie, English Foxhound, Irish Setter, Galgo, Super cute curly tail hound (!), Glamour dog(!), Borzoi, Petit Basset Griffon Vendeen, Pomeranian and German Shepherd.


What the DNA test says he is

Not surprisingly, Rudy has been identified as having come from a line of mixed breed dogs. 

We know that he was picked up as a stray in a very rural/bush area as a four month old puppy. In that location, it's likely he was bred to be a hunting dog, and was bred from a line of dogs very similar to him. Both of Rudy's parent have been identified as being mixed breeds. This has meant the DNA test is not just a clear cut simple cross between two breeds, but a bit murkier to decipher. 

What we expected

We always knew there would be sighthound in the mix! Fortunately, one grandparent on each side (e.g. his mother's mother and his father's father) have been identified as being a single breed. So the test says that Rudy is identified as one-quarter Scottish Deerhound and one-quarter Greyhound. This makes sense and fits with his physical appearance.


(Photo: source)
(Photo: Sue Muir)

Part of Rudy's DNA test results report


What we weren't expecting

Because of Rudy's muddled up mixed breed lineage, the DNA test results offer us a further five breeds that have been identified as "the 5 next best breed matches which appeared in the analysis of your dog's DNA. One or more of these breeds could have contributed to the genetic makeup of the ancestors indicated by the mixed breed icon. The breeds are listed by the relative strength of each result in our analysis with the most likely at the top of the list". This is definitely where the fun starts!

*Drumroll*

With the highest 'relative strength' (undefined and unclear if this is supposed to be % of total dog, or % of the 50% unaccounted for, or some other strength) of 10.86 (again, 10.86 units of what, or out to a total available number of ##, is unclear) - is... 

The Dobermann! I find this plausible. Dobermanns are certainly not unusual in Australia and I can see inclusion in a line of hunting-purpose dogs making sense to someone at some point, way back when. Rudy also has a wonderful mate who's a Dobe, so now they're totes cousins.


Dobermann reportedly represented in Rudy with strength of 10.86
Now, our first surprise... coming in with strength of 10.55 - the Shetland Sheepdog! Ha! I would have been more convinced by a Rough Collie I think, but who knows, maybe Rudy's great great grandma was a house dog sheltie? It would explain those neck flares... This is nothing compared to the next couple!


Shetland sheepdog reportedly in Rudy with a strength of 10.55

Oh hi there Puli, with a strength of 6.64. In a million blue moons, I would never have picked you in this line up! There are not that many Puli breeders in Australia, and to think that one was used to contribute to a farmer's hunting line seems... odd. But then, my personal favourite is still to come....

Puli reportedly in Rudy with strength of 6.64

...but we'll save it for last. Coming in with the second lowest strength of the five mixed breed contributors identified, we have the Irish Wolfhound. I know most of you thought this was going to be a leading contributor to Rudy's make up, but whatever strength represents, 3.28 doesn't seem like much of it. So now my favourite....

Irish Wolfhound identified in Rudy with a strength of 3.28

Basset Hound. I guess Rudy gets his leg from the other side of the family, right?! With a strength of 1.63, it's the final and lowest reported strength identified in Rudy's report.

Basset Hound reportedly in Rudy with a strength of 1.63

Part of Rudy's DNA test results report


The science behind mixed breed DNA tests

So how did the results end up like this? DNA tests for mixed breed dogs vary between providers. We used the Australian Advance/Waltham test which is 'powered by Wisdom Panel', validated against Australian dog populations. This test examines the 321 markers from the DNA against a database of DNA markers for over 200 representative (NB: not comprehensive!) breeds of dogs and a computer program evaluates and returns a probable 'pedigree tree' reaching back three generations. Every possible combination the computer program arrives at is scored and the tree with the highest score is deemed most probable and presented in the report.

An important note about this kind of test is that 321 markers are not that many. Other canine research (genotyping for whole genome analysis) can use 170,000 markers. Human ethinicity testing relies on 20,000 (to determine caucasian/non-caucasian) -700,000 markers. 

321 markers provide a reduced scope of DNA marker testing, and they are comparing an unknown dog against a bank of typical groups of alleles that representatives for breeds, so the robustness of the test results should definitely be considered as a suggestion, more than an absolute truth. 

Another way to think of it

The best analogy (that may be over simplified, but I think is still useful) that I have been able to come up with to help explain this test in relation to mixed breed dogs is to think of dogs as colours. 

By this, I mean there is a broad spectrum and range, all able to be mixed together in various combinations, over time. We've applied some values to the range (such as when blue becomes green, or orange moves into red) which we can think of as breeds. 

Image: Dean Russo
So consider Rudy as being a light brown colour. The DNA test is essentially trying to determine the combination of colours that arrived at that shade of light brown. It's pretty sure there's some red and green in there, perhaps some yellow too. But because he's such a mixed up colour, it's harder to work out if there's also been orange  (or was it a certain shade of red with a different shade of yellow?), white, a darker brown or even some bright blue included, and when they might have been mixed into him. 

The computer program has presented his report with one possible combination of colours that arrived at his shade of light brown, but it's not the only possible combination to get there. And when I consider where he came from and the likely uses and sources of his forebears, I can be fairly sceptical about some of the results (I'm looking at YOU mop dog!).

For example, I would probably have believed fox hound over basset hound. Or rough collie over sheltie, and I'm not confident how well 321 markers can discriminate between low levels of these breeds in comparison to each other by using the database of 'typical representatives'. As time goes by and the databases are expanded, these tests become more reliable. For example, the test conducted this year is likely more correct than one done five years ago. If they extend the number of markers examined to 1,000 in the future, this would improve the accuracy again.

So - what is Rudy?



He is our dog. Much-loved family member, silly goose, and constant source of delight to our family. His breed heritage is not so important to us. We knew he was sighthound mix type of dog when we adopted him, and he still is. When I next get asked (as I always do!) "What IS HE?", I can now reply with a slightly more informed "He's a mix, mostly deerhound and greyhound, with little bits of a few other things in there too". He is certainly a dog.

Look forward to any comments and questions you might have,

Mia

Further reading:

van Rooy, D., Arnott, E. R., Early, J. B., McGreevy, P., & Wade, C. M. (2014). Holding back the genes: limitations of research into canine behavioural geneticsCanine Genetics and Epidemiology1(1), 7.

Hedrick, P. W., & Andersson, L. (2011). Are dogs genetically special?.Heredity106(5), 712.

McPhee, C. G. (2011). Advances in canine genetic testing—And what these tests mean for youVeterinary Medicine106(12), 608.

© 2015 Mia Cobb | Do You Believe in Dog?

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31 August 2015

Science wants to know about the dog in your bed



Hi Mia and Julie,

Out of all the potential sleeping places in the house, I’m pretty sure your four-legged companion would prefer to sleep in your bed! Does yours?

The decision to let your pet into your bed is a topic that often divides owners, but it might just be more common than you think. Around half of pet owners sleep alongside their pets. The luckiest seem to be dogs (although Great Danes probably miss out here) and cats. It is believed that around 40-50% of pet owners sleep alongside their pets - many of whom, go to extreme lengths to accommodate them (like the guy below). 

Yet for such a common practice, we know relatively little about how and why people do it, or the implications. Do dog and cat owners jeopardise their sleep quality to accommodate their animal companions in their bed or bedroom? Think about when your dog needs to go out for a pee at 2am, or wakes you before your alarm goes off in the morning because they are ready to play, or hungry for breakfast. Or what about the point in the night when the cat decides your face is the most comfortable place to sleep? After all, dogs and cat have completely different sleep needs and circadian rhythms to humans, and are much more sensitive to stimuli, even when asleep. 


A lot of the information that exists on this topic tends to focus on the health and hygiene implications (e.g. transfer of diseases, asthma and allergies). This is something I can related to. The day my wife and I watched our border collie roll around in fresh poo was the day we knew she was never going to join us in our bed…ever! But in reality, there is no real health risks, so long as you keep your pet clean and healthy.

I have been involved in several studies with colleague of mine, Dr Kirrilly Thompson, seeking to gain an understanding of this topic. First, in a survey of the sleep behaviours of 10,000 Australians, we gained some preliminary insight. We found that around 1 in 10 Australians bed-shared with their pet (this excluded those that allow their animals to sleep on the bedroom floor). 

We found 3 ways that human sleep practices were impacted:
  1. It took pet bed-sharers longer than non-pet bed-sharers to get to sleep 
  2. Pet bed-sharers woke up more tired, and 
  3. Pet bed-sharers were more likely to be woken during the night from dogs barking and animal noises.

It seems that there is a lot to this relationship, and many people are willing to make sacrifices to their own sleep. Maybe its because our pets provide us with a sense of security and comfort, or perhaps it’s the only way to keep the animal from causing more problems!

In a follow-up study, with our honours student Peta Hazelton, we conducted the first in-depth look into human-dog co-sleeping. The study, which included an Australian only sample, revealed the rate of human-dog co-sleeping was high (69%) amongst the 1,328 dog owners we sampled.

The most common dog sleeping location was in the bedroom, on top of the covers (34%), followed by in the bedroom on the floor (22%), in the house but not in the bedroom (21%), in the bed and under the covers (13%), and 10% of dogs slept outside. Heat map images revealed when two people are in a double (or larger) bed, dogs frequently slept between, or at the feet of couple. When one person is in a double (or larger) bed, dogs generally slept at chest level, presumably opposite participants. For those in a single bed, the dog often slept on the floor beside the bed.

So why do dog owners choose to bed share? 
The study revealed that people's motivations to co-sleep are diverse, with responses including for dog behavioural issues (barking or destructive behaviours if not in the bedroom), health reasons (needed to keep seizure alert dog nearby), owner’s attitude (viewing the dog as a family member or ‘pack’), factors out of their control (participant’s human sleeping partner or the dog made the decision), logistics (nowhere else for the dog to sleep), routine or habit (not wanting to disrupt the dog’s nightly routine), and becoming dependant on the dog’s presence to sleep (as well as feeling the dog did not disrupt sleep, therefore no need to alter the arrangement).

But not all dog owners felt the same, with many reasons given as to why they chose not to co-sleep with their dog. These included, dog behavioural issues (wanting to avoid the dog developing dominant or dependent behaviour), health (co-sleeping would provoke allergies or is unhygienic), disruptive behaviours (the dog is too restless), interpersonal relationships (human sleeping partner would not allow it or it would impede intimacy), dog characteristics (size of the dog), owner’s attitude (the dog doesn’t belong in the house), and logistics (owning too many dogs to co-sleep).  
Location of dog’s sleeping position (chest) for participants that slept on a double, queen or king size bed and two people in the bed, n = 517
In the end, co-sleeping (with whatever species) naturally disturbs our sleep, yet people continue to do it. But given all the health benefits of pet ownership, the good certainly outweighs the bad. It’s up to the individual owner whether they choose to co-sleep with their animal/s, or not.

We are currently in the process of conducting another study (with our honours student Jessica Mack), this time focussing on the impact of co-sleeping on sleep quality and quantity. 

If you are one of the many dog owners that bed-share with your dog, we would love if you could complete our online survey and share it with others who might be interested.

Access the survey here: tinyurl.com/humandogcosleeping

Tell us - where did your dog sleep last night?

Dr Bradley Smith BPsych(Hons) PhD 
Lecturer & Senior Post-doctoral Research Fellow
Appleton Institute, School of Human Health & Social Sciences 
CQUniversity Adelaide, Australia


If you found this interesting, you may also enjoy our previous guest post by Bradley Smith: Take a walk on the wild side: Dingo science, or see all of our guest contributors.

Further information:

Smith, B., Thompson, K., Clarkson, L., Dawson, D. (2014). The prevalence and implicationsof human-animal co-sleeping in an Australian sample. Anthrozoös, 27 (4), 543–551.

There is a Channel 7 Today Tonight segment relating to human-animal co-sleeping that aired on Jan 29, 2015:

 © 2015 Bradley Smith | Do You Believe in Dog?
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25 August 2015

People keep asking me: What is he? Place your bets... #RaisingRudy



Rudy on adoption day, and turning 1yr old
Rudy turned 1 year old this month. 

It was a day to reflect on how he's grown over the seven months we've shared with him, while we've been #RaisingRudy

(If you haven't heard of Rudy - catch up here)

He's still quite a goose of a puppy on most days, but we can see more of the dog he is becoming and, put simply, we adore him. 

To think back to the pup we took from the regional shelter who was very nervous about traffic and reconcile it with the 42kg (92lb) canine we share our days with, who shares the trampoline with my daughter, enjoys quiet moring river walks with me, will lie down and relax at cafes, play with every dog and greet every person at the dog park... Well, it's something! 
Do other people wonder if their dog should be a unicorn?!


Whenever we take Rudy out in public, he attracts comment.

"What IS HE?"

My answers have varied from sensible (a mix of sight hound breeds, like an English lurcher), to ludicrous (Muppet crossed with a Bunyip). But given the frequency of this question and my own curiosity,  I decided to celebrate Rudy's first birthday with a visit to our lovely local vet for a small blood sample (no problem at all, we'd prepared by practising voluntary leg holds at home with food reinforcement) and a Mixed Breed Identification DNA test.


We'll have the results within a couple of weeks, but while we wait, I thought it might be fun for all of us to place bets on what you think Rudy's got in him. 

I've tried to include photos here that show you all his body parts that might help with identification. And also, you know, my dog is cute, so there's that.

I'll be back in a couple of weeks with the full low down on the science of DNA tests, what they can tell us about mixed breed dogs and Rudy's results. 

If you can't see the poll below the photos, just click here to participate.

Look forward to seeing your guesses!

Mia

p.s. You can catch Julie and I joining Caren Cooper and Brian Hare for #citscichat on Twitter later this week. Details are here.

p.p.s. You can join me for an online lecture about 'Why is Animal Welfare Important to Dogs?' later this week too, CEUs available, hosted by E-Training for Dogs. Details are here.
On his first birthday
9 mths old
Turning 1 is a tough business


What dog breeds do you think are represented in Rudy?

Afghan Hound
Airedale Terrier
Beagle
English Foxhound
German Shepherd
Golden Retriever
Great Dane
Greyhound
Irish Setter
Irish Wolfhound
Labrador Retreiver
Pomeranian
Saluki
Scottish Deerhound
Whippet
Other
Please Specify:
Poll Maker

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24 July 2015

Facebook, depression & dogs: Send me an Angel


Guest post by: Kirrilly Thompson, B.Soc Sci (Hons), PhD



A few years ago, my life changed. The impact of separating from my partner took me by surprise. For the first time in 12 years, I had to put on my ‘big girl pants’ and do things for myself and by myself.

I worked hard. I partied hard. I cried hard. Sometimes at the same time.

In the mornings, I would lay in bed waiting for a reason to get out of it. I had moved to the country to be closer to my horses, but I lost all motivation to ride.

I became obsessed with my appearance. Checking it, judging it, trying to improve it, searching for photographic proof that I was OK. I gained a reputation for being a ‘selfie queen’, but the photos were more like doomed ‘self-helpsies’. Each selfie posted to my Facebook page represented another 30 or so that I had discarded, too horrible for anyone to see, let alone myself. I hurriedly untagged myself from photos posted by friends without authorisation.

I was exhausted from being stuck in my own head, worrying about myself and why I was like this. My GP wrote a mental health plan and I saw a few different therapists. They introduced me to mindfulness techniques.

Like a curious scientist, I was encouraged to observe my feelings and thereby create some distance between them and myself. Instead of feeling sad, anxious, depressed, scared etc. and trying desperately to rid myself of those feelings, I was encouraged to ‘make space’ for them. This was done by examining them as if they were separate from me: what colour is my anxiety? Is sadness hot or cold... Instead of running from or fighting that emotion, I sat with it. Mindfulness.


I soon adapted mindfulness to suit my own visual preferences and affinity for animals. I turned my feelings into dogs. Even though I hadn't lived with a dog since my childhood, I would imagine which breed best represented my feelings and how I would treat it. If I was feeling scared, I would imagine a timid whippet sitting on my lap whilst I reassured it with pats. If I was feeling really angry, I would imagine a growling Doberman. I gave it space in the passenger seat.

A couple of Novembers ago, I was at a birthday celebration I had arranged for myself, all by my big self. Unbeknownst to me, a litter of Tenterfield Terriers were born on the same day. One of them was named ‘Angel Eyes’, but the breeders called her “Big Girl”.



I had no idea I would meet her a month or so later. That tiny four-legged scientist fell into my lap, sat down and stared at me. I chose her because she was mindful of me. We made space for one another. I brought Angel home on Christmas Eve. She became my therapist. I spent so much time wondering what was going on in her head that I got out of mine. I had a little thing that needed me to get out of bed each morning. She made me smile and laugh. If I slept in, it was to take photos of her sleeping on my bed. If my make-up-free face was in the photo, I didn’t care. Whilst I would never have made it through my ‘black dog’ patch without love and support from my colleagues, friends and family, we all agree that Angel changed my life forever. She also changed my Facebook page.



Kirrilly is a Senior Researcher at CQUni's Appleton Institute.
She is a trained anthropologists who uses ethnographic methods to research the cultural dimensions of risk-perception and safety. Kirrilly has particular interests in human-animal interactions, high risk interspecies activities and equestrianism. She has proposed the 'Pets as Protective Factor' principle, based on a DECRA project identifying how animal attachment can be re-considered as a protective factor for human survival of natural disasters. She is also a co-investigator on a sister project: 'MAiD Managing Animals in Disasters' with Dr Mel Taylor. This project aims to improve the interface of animal owners and first responders during all hazards. 

For a comprehensive publications list, see https://www.researchgate.net/profile/Kirrilly_Thompson


Further information

On the human desire to connect:
            Baumeister, Roy F, and Mark R Leary. 1995. "The need to belong: desire for interpersonal
            attachments as a fundamental human motivation."
Psychological bulletin no. 117 (3):497.

On dogs reducing depression:
Clark Cline, Krista Marie. 2010. "Psychological effects of dog ownership: Role strain, role enhancement, and depression." The Journal of social psychology no. 150 (2):117-131.

On unhealthy preoccupation with appearance:
Veale, David, and Susan Riley. 2001. "Mirror, mirror on the wall, who is the ugliest of them all? The psychopathology of mirror gazing in body dysmorphic disorder." Behaviour Research and Therapy no. 39 (12):1381-1393. doi: http://dx.doi.org/10.1016/S0005-7967(00)00102-9.

On what is mindfulness:
http://www.thehappinesstrap.com/mmindfulness
http://www.abc.net.au/radionational/programs/allinthemind/is-mindfulness-actually-good-for-you/6462670

Multiple resources on mindfulness with guided meditations which particularly relate to anxiety and depression:

Lots of audio meditations using breath, sounds and body as objects of meditation

Compassion meditation resources:

On the benefits of mindfulness for treating depression:
Hofmann, Stefan G, Alice T Sawyer, Ashley A Witt, and Diana Oh. 2010. "The effect of mindfulness-based therapy on anxiety and depression: A meta-analytic review." Journal of consulting and clinical psychology no. 78 (2):169.

The idea of self-representation is not new in the social sciences. It is most notably associated with:
Goffman, Erving. 1959. The Presentation of Self in Everyday Life. London: Penguin Books.
Butler, Judith. 1999. "Performativity's Social Magic." In Bourdieu: A Critical Reader, edited by R Shusterman, 113 -128. Great Britain: Blackwell Publishers Ltd.

But more recently, research has focussed on self-presentation in and through social media:
Siibak, Andra. 2009. "Constructing the self through the photo selection-visual impression management on social networking websites." Cyberpsychology: Journal of Psychosocial Research on Cyberspace no. 3 (1):1. http://www.cyberpsychology.eu/view.php?cisloclanku=2009061501&article=1

Gonzales, Amy L, and Jeffrey T Hancock. 2011. "Mirror, mirror on my Facebook wall: Effects of exposure to Facebook on self-esteem." Cyberpsychology, Behavior, and Social Networking no. 14 (1-2):79-83. http://www.liebertonline.com/doi/abs/10.1089/cyber.2009.0411

The ‘selfie phenomenon’ is widely discussed in the popular and academic media, often in pejorative terms of narcissism or vanity.
Kiprin, Borislav. 2013. "Go Selfie Yourself!". http://borislavkiprin.com/2013/12/13/go-selfie-yourself/

Buchanan, Kent. 2014. "The wide-screen selfie: Emma Thomson's' take your best shot'." Photofile no. 94 (Autumn/Winter):17-24. http://search.informit.com.au/documentSummary;dn=527807360465638;res=IELAPA

Franco, JAMES. 2013. "The Meanings of the Selfie." The New York Times no. 28.http://www.nytimes.com/2013/12/29/arts/the-meanings-of-the-selfie.html?ref=technology&_r=3&

Mehdizadeh, Soraya. 2010. "Self-presentation 2.0: Narcissism and self-esteem on Facebook." Cyberpsychology, Behavior, and Social Networking no. 13 (4):357-364. http://online.liebertpub.com/doi/abs/10.1089/cyber.2009.0257

Whilst there is little peer-review social science literature dedicated to the phenomenon, it does seem to be of interest to university students:
Montanez, Alexandria Marie. 2014. The Selfie Queen: Sexualisation, Representation, and Implications of Selfies on Women. Paper read at IUURC 20.
Vigliotti, Jeanette C. 2014. "The Double Sighted: Visibility, Identity, and Photographs on Facebook." http://digitalcommons.unf.edu/etd/506/

There is a clear need for research on the tension between, on one hand, the selfie as a liberating tool that provides women with control over their self-presentation and positions them as producers of their own image; eg.
Ehlin, Lisa. 2014. "The subversive selfie: Redefining the mediated subject." Clothing Cultures no. 2 (1):73-89. http://www.ingentaconnect.com/content/intellect/cc/2014/00000002/00000001/art00005

and on the other hand, a disciplining technology that obliges people to produce the best version of themselves against limitless and dynamic criteria. The latter is reinforced by a developing market for selfie enhancing tools.
Kanazir, Marija. 2014. "Sony Unveils the Perfect Tool for Fashionable Selfie Lovers." http://www.brandingmagazine.com/2014/08/30/sony-kw1-perfume-camera/

Van House, Nancy, Marc Davis, Morgan Ames, Megan Finn, and Vijay Viswanathan. 2005. The uses of personal networked digital imaging: an empirical study of cameraphone photos and sharing. Paper read at CHI'05 extended abstracts on Human factors in computing systems. http://dl.acm.org/citation.cfm?id=1057039

There is even research on the best selfie angle:
Yeh, Mei-Chen, and Hsiao-Wei Lin. 2014. Virtual portraitist: aesthetic evaluation of selfies based on angle. Paper read at Proceedings of the ACM International Conference on Multimedia. http://dl.acm.org/citation.cfm?id=2656401

And a facebook group for selfie-science:

Even animals are getting in on the act:
Schlackman, Steve. 2013. "The Telegraph is Wrong about the Monkey Selfie." Newsletter. http://artlawjournal.com/telegraph-wrong-monkey-selfie/

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