Showing posts with label Patricia McConnell. Show all posts
Showing posts with label Patricia McConnell. Show all posts

Wednesday, July 8, 2009

Some Myths About Behaviorism

I've been revamping my website, and in the course of upgrading one of the articles in my list of the Top Ten Myths about dogs, I came up with some interesting, and I think, valid criticisms of one of the current trends in dog training.

Some Myths About Behaviorism
Dog trainer and behavioral expert Patricia McConnell wrote in Bark Magazine not too long ago, "The process of learning is pretty much the same whether you're a pigeon, a planarian [flatworm] or, come to think of it, a philosophy professor."

Of course what McConnell means is that when an animal of any kind finds that a behavior produces positive results, it will have a tendency to choose that behavior over and over again. And that's true. But the implication is that there is only one type of training that works for all dogs (i.e., the "cookie-cutter" approach), and that all training should be based strictly on giving a dog rewards for good behavior.

What's wrong with using rewards?

Nothing. But for most behavioral science-oriented trainers that usually means food, partially because the foundation of behavioral science is built almost exclusively on the behaviors of albino rats locked inside Skinner boxes, and partially because it's usually the easiest and quickest way to get a dog's attention. As for those rats, their only motivation for learning to press a lever was supposedly to get a food pellet. But dogs aren't rats. Plus we don't normally train them inside boxes in a research lab.

"Yes," positive trainers would argue, "But whether the incentive in dog training is a treat or being given a ball to chase, it still boils down to one thing: positive reinforcement."

I agree. But as soon as we get locked-in to the idea that the linear, cut-and-dried precepts of behavioral science can show us all the answers, we don't keep our minds open to other possibilities. And far too many trainers these days consider food to be a universal reward. And that tiny little flaw in thinking keeps some dogs from ever being fully trained. If you're a dog owner who's been to a +R trainer and you tried to follow the protocols they gave you but found they didn't work, what was the first thing they said in reply? Probably: "Up the value of your treats!" (I had a client who complained, "What am I supposed to do, slaughter a cow and take the carcass with me on our walks?")

It's also instructive to understand that behavioral science techniques are notoriously ineffective when it comes to curing serious behavioral problems. The best proof of this is The Dog Who Loved too Much by Nicholas Dodman, even though Dodman didn't consciously write the book as a critique of behavioral science but as a justification for using drugs. But if behavioral science techniques were really effective we wouldn't need drugs except where there's a definite physiological cause of the behavior.

It's also interesting that Patricia McConnell has a much better success rate in solving behavioral problems than Dodman does. Much better. I think there are probably two reasons for this: 1) McConnell genuinely loves dogs while Dodman reportedly doesn't even like them, and 2) McConnell's protocols for solving behavioral problems also include teaching obedience skills, Dodman's doesn't. (Since all obedience behaviors are based on the predatory motor patterns of wild wolves, and since the prey drive is the key organizing force behind all canine social behavior, it stands to reason that teaching obedience skills will have some positive effect on bringing a dog's emotions back into alignment with his owner's needs.)

Going back to Skinner, I think we need to consider that when he proposed his theories it was widely believed that animals didn't even have emotional lives. With some of the recent advances in neuroscience, and the discovery of the same emotional circuits that exist in both the non-human and human brain, we now know that animals can be very emotional. This is especially true of dogs. Yet the behavioral science approach is based almost exclusively on changing a dog's behavior with little thought given to the underlying emotional cause of that behavior.

Some in the field would disagree. They would say that they're very conscious of how emotions affect behavior. I have no doubt that that's true. But the techniques they use are still based on a clinical, unemotional, Skinnerian foundation, one that's simply not geared to change a dog's emotions as much as it is to change his behavior. That kind of thinking is built in to the system despite the fact that all behavior, learned or instinctive, is the end product of emotion. In fact without emotion there would be no such thing as positive reinforcement. This is not something that factored in to Skinner's equations at the time he made them. It should be factored in now, but from my observations that rarely happens.

Meanwhile in Natural Dog Training our focus is always on changing the dog's emotional state first because we know once we do that and bring the dog's emotions back into balance, the right behavior will always follow.

It was also believed during Skinner's time that the foundation of all animal behavior was geared specifically around the survival instinct, so when his rats pressed the lever and "learned" to make food appear, it made sense that their only impetus for doing so was based on their own survival: food is necessary for survival, therefore food is a primary reinforcer. But with the current trend in science to find and understand the roots of "biological altruism," the tendency in social animals (and even in some non-social species) to give up what's in one's own "self" interest in order to help another animal in need, the primacy of the survival instinct is starting to seem a bit mothworn if not badly outdated. Biological altruism is a huge puzzle because it implies that a very important aspect of Darwinism (and one that has a domino effect on behaviorism as well), may not, in fact, be what it seems.

Strangely enough, the clearest window into this puzzle (or perhaps not so strangely) is the domesticated dog. No species is more famous for its ability, let alone its outright unstoppable zeal for putting its own survival on the line in order to help those it loves. In the past few months alone (I'm writing this in July of 2009), there have been two videotaped incidents of dogs dashing into traffic in order to rescue a fallen comrade, one was on a freeway in Chile and other on the Major Deegan Expressway in the Bronx.

This brings up another point about the difference between Pavlov's and Skinner's era and ours (i.e., the early 20th Century v. the early 21st Century). Back in Skinner's day it was believed that all animals were vying for dominance within their own habitats as well as within their own social groups. And just like the beliefs about the survival instinct which accompanied and most probably engendered this Darwinian idea, the underlying principle was that animals always put their own "self" interest above all else. And that's simply not true. It's especially not true in dogs, and it turns out that it's not even true in wolves. And yet every single dog trainer who espouses behavioral science as the bedrock of all animal learning is still operating under this false premise. They don't accept the fact that sometimes the survival instinct simply isn't operational, which means that sometimes a primary reinforcer is not only not primary it's not a reinforcer. And yet we're told time and again: "Up the value of your treats!" (I'm not saying that Darwin's theory is wrong, or that evolution isn't a real process, or that treats aren't valuable in dog training, nor am I saying that the survival instinct isn't an important part of the evolutionary process, just that it's not as important as we once thought it was, which again has a domino effect on Skinner's theories about behavior.)

One of the clearest examples we see of a dog's ability to routinely override its own survival instinct is in dogs who do search-and-rescue work. With the recent explosion of interest in behavioral science some search-and- rescue dogs have been trained exclusively with food and clickers. There was great hope in certain quarters that this would be the dawn of a new age of perfectly conditioned working dogs. But in the end most of these dogs have proven unreliable, especially when forced to work for long hours, because they’ll often indicate a false positive just to get a treat.

"Dogs want rewards," says Dr. Lawrence J. Myers, of Auburn University's College of Veterinary Medicine, "So they will give false alerts to get them."

Giving a false alert is something a dog trained through his prey drive would never do; he wouldn't know how. He'll work for hours and won't quit until he finds exactly what he's looking for. Why? Because he's focused on hunting, not on getting an external reward. The only problem they had with the search-and-rescue dogs at Ground Zero was making them stop to rest. Those amazing animals would have kept working until they found a survivor or a body or just dropped dead themselves. Is that courage? Is that altruism? Or is that just the way dogs are?

Kevin Behan made a very insightful comment on his blog recently. (If you don't know this, Kevin spent a major portion of his career training police dogs and detection dogs, using their prey drive - not food rewards - as the focal point of learning.)

"Search-and-rescue dogs can search disaster sites whereas no other animal can be conditioned to do so, which is especially revealing since cats and monkeys are far better adapted, physically speaking, for such work. One can acclimate a police dog to love running up a metal fire escape with someone throwing metal pots and pans down at it. All these so-called negatives ... arouse [the dog's] prey-making urge to an even greater pitch."

Can you imagine what those pots and pans would do to cats and monkeys? Is it even remotely possible that they could be trained to run up a fire escape while you're throwing loud, clattering objects at them? Even if they did make it to the top, my bet is that their first priority after getting there would be to find a safe place to hide and not come out for days.

Monkeys clearly have more mental agility than dogs. And to a large extent, so do cats. And Kevin's insight is, as usual, dead-on; both species are also more physically agile when put in the kinds of situations that most search-and-rescue dogs find themselves in. So if learning is only about reinforcing the behaviors you want from an animal, and monkeys and cats are smarter and more physically capable of working in and around disaster sites, why can't they be conditioned to do it?

Because they don't want to. Dogs, on the other hand, live for this kind of stuff. Talk about treats, they eat this stuff up. When dogs are trained properly, through their prey drive, they're absolutely driven to find survivors at a disaster site, or to sit and stay and come when called, or to do whatever else you want them to. They'll do it: no questions asked, no treats expected. You can't condition that kind of willingness into a cat or monkey just as you can't condition it out of a dog.

If we apply this lesson to flatworms and philosophy professors we can see that Patricia McConnell's idea really is off, particularly since she's a dog trainer herself, and particularly since the quote in question came from a piece she wrote for a magazine devoted exclusively to canines.

Again, I'm not saying that conditioning isn't a valid form of learning. It is. It has its place; there's no question about that. But in some cases, at least where dogs are concerned, there may be a much better alternative. You simply have to open your mind a little to see it.

And no, all animals don't learn the same way. Dogs are different. And it's their very difference that can help us see some of the cracks in the foundations of behavioral science.  

LCK
"Changing the World, One Dog at a Time"

Friday, February 8, 2008

Of Philosphers and Flatworms

This post is part of a blog carnival hosted by Neil Sattin. It was originally posted on Feb. 8, 2008. It was modified and re-posted later that week, on Feb. 15.

It’s In His Blood, It’s In His Heart:
Why the Wolf Model Is Still Relevant to Dog Training

I'm not a fan of the dominance or pack leader approach to dog training. I've been writing for years about its potentially harmful and unscientific nature. But in the past six or seven years, many in the positive training movement have been denying or denigrating the importance of wolf behavior when it comes to understanding dogs. On a certain level, this makes sense; there is a wide gulf, behaviorally speaking, between them. And yet the two also share a very long evolutionary history. And some of the traits, unique to wolves—hunting large, dangerous prey by working as a cohesive hunting unit, sublimating their urge to bite into ritualized social behaviors—are what enabled dogs to domesticate us (or vice versa), and helped them morph into becoming the most diverse and socially adaptable species on earth.

Do All Animals Learn the Same Way?

Behaviorist and positive training maven Patricia McConnell (who actually holds a degree in anthropology, not behavioral science) is among those denying the importance of the wolf model when working with dogs. (This despite the irony that one of her booklets is titled, How to Be Your Dog's Pack Leader!) She, and many others in the positive movement, have been putting out a continuous public relations campaign to try to steer people away from dominance techniques, and convince them to use positive reinforcement instead. That's a fine goal, but in my view, they're being deliberately dishonest about it. 

For instance, McConnell wrote in Bark Magazine not too long ago, “The process of learning is pretty much the same whether you’re a pigeon, a planarian [flatworm] or, come to think of it, a philosophy professor.”

Doesn’t that strike you as just a little bit off?

Of course, what McConnell means is that when an organism of any kind finds that certain behaviors produce positive consequences, that organism will have a tendency to choose those behaviors again and again (which is true—kind of).

The Torturous Origins of "Positive Training"
The idea that animals learn through positive consequences comes from experiments done by B.F. Skinner in the 1930s, where he half-starved some rats and pigeons, locked them inside boxes, then waited to see if they’d learn to press or peck a bar in order to obtain a food pellet. Eventually most of them pressed or pecked the bar, found out that doing so got them goodies, and began doing it again and again with the presumed expectation of getting more goodies.

Skinner called this “operant conditioning” and expanded on it by providing the animals with a “discriminate stimulus,” meaning the food would only be given when a light was flashing, for example, which is akin, on a very remote level, to linking a pup’s behavior to a verbal cue. (Remember, you’re not training your puppy while he’s locked in a box, in a controlled laboratory setting; you’re doing it in the real world with thousands of variables you’re unaware of, and your dog probably is).

Skinner was quite pleased with himself following one experiment where, after he’d stopped supplying food pellets to some pigeons, to see how long it took before they’d stop pecking the bar, even though the light was still flashing. The poor birds wore their beaks down to nubs. Skinner never achieved that same level of “learning” with rats, because for birds, pecking is a predictable fixed-action pattern (or modal-action pattern), related to food; it’s more or less stamped into their DNA. Rats, meanwhile, don’t have an instinctive “bar-pressing” behavior.

Another development came when Keller Breland, who studied under and later worked with Skinner, did an experiment with a group of animals who weren’t locked inside Skinner boxes. They were free to roam around a large, barn-like structure. He conditioned them to learn a simple behavior that gained them a food reward. And most, if not all, of the animals quickly learned to do whatever behavior they were taught whenever they were hungry. After a few days, though, a funny thing happened: the raccoons began “washing” their hands, the chickens began pecking at the floor, and the pigs began rooting around in the dirt. They all stopped producing the conditioned behavior in favor of their own food-related, fixed-action patterns, even though those behaviors weren’t rewarded. The real kicker is that the experiment with the pigs had to be stopped or they would have starved to death! As a result Breland said, “There are definite weaknesses in the philosophy underlying these techniques,” and suggested that animal trainers be on the lookout for what he called “instinctive drift.” (“The Misbehavior of Organisms,” American Psychologist, 1961.)

If we apply this lesson to philosophers and flatworms, we can see that McConnell’s idea really is off. Different species have different evolutionary histories, different morphologies, different develop- mental processes, different environmental stressors, thus different, fairly predictable predispositions to certain fixed-action patterns.

So no, they don’t always learn the same way.

“They Don’t Give These Shows to Chimps!”
It seems to me that the mindset that gives us McConnell’s logic, also tells us that the wolf model no longer applies to dog training. For instance, positive training guru Ian Dunbar says that since humans share roughly the same amount of DNA (98.6%) with chimps as dogs do with wolves, then, logically speaking, trying to train dogs by studying wolf behavior is like learning how to raise a child by watching chimps, to “see how they do it.” This despite the fact that a mere 12,000 - 120,000 years of evolution separates dogs and wolves, while 6.5 million years separates us from chimps. And even when you parse that comparison down by the numbers of generations rather than the number of years, there’s still a significant difference. And here’s something even more disingenuous on Dunbar’s part: we don’t, in fact share 98.6% of our DNA with chimps; we share 98.6% of our nucleotide sequence. And as cognitive scientist Daniel Povinelli, of the University of Louisiana, puts it: “New research has shown that rough similarity in our nucleotide sequences obscures the fact that the same genes may have dramatically different activity levels in the two species. So even where humans and chimpanzees share genes in common, it turns out that there are what can only be described as major differences in gene expression.” In other words chimps and humans aren’t anywhere near as alike as Dunbar would have us believe, nor even remotely as alike as dogs and wolves actually are to each other.

Meanwhile Dunbar’s analogy also crumbles when we consider that by some scientific forms of reckoning dogs are actually a sub-species of the wolf (canis lupus, canis lupus famliaris), while chimps and humans (pan troglodytes, homo sapiens) aren’t even in the same family. For instance, although I dislike Jay Leno*, I watched a wildlife segment the other night, just to see a gray wolf on The Tonight Show.

It was shocking to behold this gorgeous, majestic animal. We’ve all seen cheetahs and alligators and grizzlies on talk shows before. And they look dangerous and exotic and scary. But what was so shocking about seeing a wolf climbing into the chair next to Jay’s (technically Johnny’s) desk was that he looked very wild and yet very much like a cross between a big sweet German shepherd and a giant malamute. Leno’s wildlife expert even warned people not to try petting a wolf, if they should ever see one up close (presumably in a sanctuary; it’s doubtful you’d get a chance in the wild). 

The point is, we feel awed by something so wild and dangerous as a grizzly bear. The hairs on the back of our neck stand up when we see one in such close proximity to a human being. But while that same wild, dangerous energy is present in a wolf’s appearance and movement, he also looks so familiar and comfortable, like you actually could go up and pet him or kiss him on the nose. I think that’s what was so shocking about the wolf I saw on Leno.

Granted, you’d never mistake a pug or a dachshund for a wolf. But as Letterman likes to say, “They don't give these shows to chimps!” And no matter how much closer Jay Leno, for example, is to a chimp in both appearance and intelligence, than Letterman is (or Johnny Carson ever was), there’s still no danger of mistaking him, or any other talk show host, for a chimp the way there is of mistaking a wolf for a dog.

(I’ve gone off topic, but I did say that I dislike Jay Leno, right?)

The Wrong Model
Personally, despite what I perceive as Dunbar’s intellectual dishonesty, I agree, at least partially, with his point: that it’s perhaps unwise to try to copy wolf behavior when training our dogs, particularly when most of the behaviors we’re told to copy—the alpha roll, or being the pack leader—don’t actually exist in nature. (See “Is Your Dog Dominant, or Just Feeling Anxious?”)

Yes, some traditional trainers (like Cesar Millan and the Monks of New Skete) are still locked into the mistaken idea that dogs “think” they’re part of a hierarchy, and need an alpha wolf to control them. But that’s an outdated, and wrong-headed model. Hierarchical behaviors are only seen in captive wolves, and village dogs, etc., animals living under stress. Wild wolves don’t have pack leaders, per se, or form hierarchies; they’re more harmonious, less at each other’s throats, which is almost entirely due to the way they hunt together—something captive wolves are unable to do. This is true even at Wolf Park, where although the wolves are given an opportunity to “humanely hunt” buffalo (they’re allowed to chase them but never get a chance to bite and kill). As a result, even those wolves are often antagonistic to one another (i.e., they form what appear to be hierarchies based on captivity stress). That’s because they never get that final payoff through their teeth and jaws. That’s the ultimate stress reducer. And it’s why most dog owners have baskets full of bones and chew toys.

Who Knows, Maybe Dogs Domesticated Us...
In recent years a new theory about how dogs became domesticated has arisen, suggesting that dogs are not predators at all, that they became domesticated because they scavenged at human encampments, and somehow, through this kind of rat-like behavior of eating our shit and garbage, they somehow wormed their way into our hearts. Sounds lovely, right? (And a bit unlikely if you ask me.) It also denies a few simple questions that almost every dog owner inevitably asks: “Why does my puppy shake his head around when he has a toy in his mouth?” or “Why does my puppy chase leaves when the wind blows, or run after anything that moves?” or “Why does my puppy stalk the cat?”

The answer is that dogs are really predators at heart, and the heart of the puppy is the clearest window into that predatory nature. Think about it: a puppy is attracted to everything in the world through his teeth. He seems utterly driven to grab, bite, nibble, mouth, and chew everything he can. Do kittens do that? Gerbils? Nope, just dogs.

It’s true that wolves are generalists. They don’t just hunt large prey, they’ll also scavenge if necessary. So it’s not much of a stretch, I suppose, to think that it was only this aspect of the wolf’s nature that created the dog/human bond countless years ago. But I like to think that instead of individual wolves being attracted to us through our garbage, early man was attracted to wolves because of the way they hunted. After all, we were social animals, they were social animals. It’s a pretty good bet that we identified with them on some level. (The animal lore of many Native America tribes tell us that there’s a very strong likelihood that this is, indeed, true.) Even today dog owners form strong feelings of identification with their dogs.

There’s another element to this, by the way, which is that in most predator families the young animals are kicked out of the group once they reach adolescence; they’re not allowed to stick around with mommy once they’re big enough to take care of themselves. But wolf offspring don’t go out on their own until they’re at least 2 years old. If we look at the way wolves continue to nurture and take care of their young, we have to wonder why this is. What is the adaptive purpose, if any for this difference? It’s dangerous for most predators to try to live together; they have a tendency to attack one another. And what was the actual mechanism for the evolution of this continued nurturing behavior in wolf families?

I think the answer is simple: oxytocin, the nurturing hormone. I think i
t’s quite probable that at some point in time wolf pups kept producing this nonopeptide long after cougar and jaguar cubs did. This hormone, which also acts as a pheromone, is said to create feelings of trust and even love in others. And if our human ancestors were in an environmental niche where they had close contact with wolves, they would’ve been affected by it as well, which would also explain why we became so attracted to wolves intitially, and invited then into our campfires, etc.

So my theory is that in some long ago ecological niche, before humans thought themselves superior and separate from other animals, we were probably sharing a habitat somewhere with a group of wolves, whose young came equipped with strong doses of oxtytocin. This would’ve made us feel trusting of them, plus it would’ve given us an opportunity to observe the way they hunted together. If we were still struggling with the idea of how to create weapons to assist us in our need to hunt, and saw how wolves managed to kill large prey without them, and if we saw how successful they were at killing the kind of big animal with lots of meat on its bones that made our mouths water, the kind of animal we would have been hesitant to hunt on our own for fear of being knocked senseless by its hooves or gored by its horns, and if we were hungry, and out hunting rabbits one day, and saw how successful these wolves were at killing something that could feed our families for a week, there might’ve been a pre-historic light bulb that popped over our heads saying, “Oh, so that’s how you do it. You work as a team!”

It might have even taken us a few generations of letting the wolves do the work and then scavenging from their kill site. If so then the human/wolf dynamic as proposed by the current “dogs as scavengers theory,” would be totally reversed. We may have very well let the wolves do the killing, and even let them have the organ meat; we just wanted to scavenge that fresh, juicy muscle tissue (“Mmmm, juicy muscle tissue...”). Another possibility is that we might’ve even helped with the hunt. Being taller, with long arms what we could wave around in the air, we could’ve been very usefull at scaring the prey animals into running, one thing that’s sometimes difficult for wolves to accomplish. So we could’ve very well assisted them, rather than what was proposed in the old theory, that we taught them to hunt for us. But if the symbiotic relationship started because oxytocin made us trust them, which enabled us to we recognize that they had superior hunting skills and were primarily interested in organ meats, well, once they were through eating, we would’ve politely scared them off so we could take the rest. And they probably wouldn’t have minded too much. After all, that’s how symbiotic relationships operate.

So my theory is that we didn’t domesticate wolves, they domesticated us. (Though it was probably a two-way street, I like putting it the way I have because of how my own dog, Freddie, had such a domesticating influence on my life.)


Why the Prey Drive Is Important in Training
What’s so special about the prey drive that makes it important in dog training? Well, imagine that you’re a cheetah hunting an antelope. It takes a lot of focus and energy to take down your prey, plus an enormous amount of emotional flexibility. You have to be able to adjust your movements, your emotions, and your level of energy instantly whenever the prey animal changes course or the terrain goes from open plain to a riverbed or a stand of trees, etc. And when you get in close enough for the kill you also have to be extremely aware of the prey animal’s hooves and horns.

Now imagine that you’re a wolf hunting a deer. You can’t do it alone so you’ve got some of your buddies along with you. Unlike the cheetah you don’t have enormous muscular power in your shoulders and haunches, you don’t have claws, and even though you’ve got sharp teeth, your jaws aren’t as powerful as a big cat’s. A cheetah doesn’t need help with his prey, but for if you’re a wolf it’s very unlikely that you could kill such an animal on your own. (It’s been done, but only rarely.) So even one-on-one with the deer, you’re at such a disadvantage that your ability to adjust your movements and emotions, your focus and your energy, while hunting has to be double that of the cheetah if you’re to succeed. Now add the fact you’re hunting as a pack, which means you also have to focus on what everyone else is doing. The pack can’t succeed if no one is paying attention to how the others are behaving. You have to be able to adjust your movements, emotions, your focus and energy by another factor for each additional pack member involved. In terms of the level of energy exchange taking place and the emotional flexibility necessary to succeed, it could require ten times more than when a cheetah or other big cat is hunting its prey.

There’s another factor, too. Kevin Behan explains it this way in his groundbreaking book, Natural Dog Training:

“When I talk about flexibility, I don’t just mean the individual’s ability to react to change; I mean that all the members adjust to change as a group. This kind of collective coordination is the bedrock of sociability. Normally this might be thought to fall more under the realm of communication, learning, and intelligence than instinct. My premise, though, is that the prey [drive] coordinates behavior and controls the learning process. It exerts an influence that exaggerates slight differences in each individual’s temperament into gross differences of behavior, thereby producing the phenomenon of specialization. As an individual learns one role in the hunt, indirectly he’s halfway to learning another. Each job is not so much a skill as a different emotional state of uninhibited-ness. In such a flexible system of learning, where each job is emotionally linked to another, there can be social migration through ‘ranks,’ both upward and downward, as the emotional environment of the group adapts to retain the overall balance and synchronization. So while learning is dynamic and responsive to outside elements, it’s also predetermined.”

So viewed from Kevin’s perspective, the prey drive is vitally important in creating emotional and social flexibility in wolves. And if dogs share a genetic history with wolves, this should apply to them as well.

If you still believe the prey drive isn’t important in training, think of the way a dog behaves when he sits for a treat. He wags his tail and certainly acts happy, but his primary motivation seems mainly just to get the treat. Correct? How about a dog who obeys a command because he’s learned to “submit” to his owner. In that case you can tell fairly easily that his heart really isn’t in it. He’s primarily focused, at least more often than not, on avoiding a negative experience. Now think of the way a dog behaves when you take him to the park and he finds another dog there to play with. That’s pure joy. And think of the way your dog greets you at the door, perhaps with a toy in his mouth. He’s nuts about you. Or maybe there’s a dog you know who’s been trained with a tennis ball or Frisbee as his primary motivation and reward. In all three instances, as you look at each dog’s behavior, you can tell his heart is fully involved in what he does. That’s how obedience should be taught, in a way that energizes the dog and uses his whole heart.

Conclusion
While the dominance model of training seems to work for some people, and the Skinnerian model works for others, I think it’s important to look at this from a different angle. And despite the (yes) partial truth to Patricia McConnell’s statement, your dog is much more like a wolf than he is like a flatworm. I don’t know how anyone can contradict that. And contrary to Ian Dunbar’s argument, your dog is far more like a wolf than you’re like a chimp. Still, both Dunbar and McConnell are recognized experts in the field of dog training. They’re very good at what they do; they have much to offer. But the funny thing is, obedience training actually got its start as a way of duplicating some of the predatory motor patterns found in wild wolves. That’s a simple fact that McConnell and Dunbar seem unaware of: the down, the stay, and to a certain extent the heel and the recall, are all analogues to behaviors displayed by wolves while hunting.

Look, I’m not saying positive training can’t be a good thing. It’s a damn sight better than beating your puppy into “submission,” hitting her till she yelps in pain (as the Monks of New Skete once so cavalierly recommended), or stabbing him in the neck with your outstretched fingers. But has “positive” training really been “proven effective, scientifically” (as is often advertised)? Or does it sometimes work by accidentally activating a dog’s fixed-action patterns, the way Skinner did with his pigeons? I think it’s probably mostly accidental. But honestly? It could be a little of both. So why not do both? Use positive reinforcement if you like; but also use your dog’s prey drive. After all, for a dog there’s nothing more reinforcing than an opportunity to bite something in play. Besides, when you use your dog’s true instincts you won’t have to worry about “instinctive drift” or who’s alpha, etc. Your dog will simply obey you because he can’t help himself; it’s in his blood. And much more than that, it’s in his heart.
 
LCK
"Changing the World, One Dog at a Time"

*(Carson and Letterman went out of their way to help Jay Leno’s career, yet the first chance he got, Leno turned around and stabbed both of them in the back out of pure, naked ambition. Plus he's constantly stealing ideas from other comedians. In other words, he's the worst kind of show-business weasel. Plus, he's nowhere near as funny as he used to be.)