The daily news continues to document the continuing decline of science from a search for the truth into a faith based system where belief and opinion transcend facts and observation. It is hard to pinpoint precisely when this decline began but it was already well advanced when Rachel Carson’s book “Silent Spring” launched its’ attack on DDT. Even though contemporary scientific observation contradicted Carson’s postulations the media and the usual bevy of environmentalists unburdened by facts demanded in the name of SCIENCE that DDT be banned. The irony of this position was totally lost and DDT was banned even though Carson’s work was later proved to be a fabrication if not a complete hoax. Nevertheless DDT remains banned even though Malaria which was largely controlled by DDT is reaching epidemic proportions. Even more ridiculous is the recent report that ties the shrinking population of Polar Bears to the pollutants “like DDT” that are condensing out of the atmosphere and into the food chain affecting everything from plankton to polar bears. Of course DDT hasn’t been manufactured in over 40 years and the actual total population of polar bears seems to be growing. But science is no longer burdened by facts but is being driven by some sort of weird belief system that rests of the premise that humans are a destructive force and must be controlled if not eradicated and at the least reduced to cave man status.
Following DDT the next great assault on science came with the attack by lawyers aided and abetted by a group of “scientists” with a social agenda, on smoking. The initial cry was that smoking caused lung cancer and the lawyers made millions sucking the blood of deep pocket corporations. It is now considered common knowledge that smoking causes lung cancer even though there has never been any empirical evidence supporting that claim. In fact as the number of smokers declined the incidence of lung cancer remained constant. Clearly this could not true and there must be some other connection – hence the attack on side-smoke. The actual EPA report which was widely unread actually stated that there was no connection and even using their A PRIORI starting point (which allowed them to eliminate any contrary finding) there was never any valid statistical correlation and even worse there has never been any empirical connection to tobacco smoke and lung cancer. Nevertheless and undaunted by facts the media and that same group of social reforming busybodies have managed to successfully curtail individual rights which they disapproved even though there is not one shred of physical proof supporting their position. This is faith based science where a belief in a position is sufficient to take corrective action in the form of legislation.
But this attack on science even by scientists or at least those who claim to be scientists has escalated to the point to where empirical science seems to be disappearing altogether. There has always been a level of discomfort between science and religion. This discomfort began to grow with Darwin’s book “Origin of Species”. At the time Darwin was attacked by the scientific community starting with the simple fact that his book did not discuss or even address the origin of species but merely described how a given species adapted to its environment. With the growth of paleontological knowledge several problems arose beginning with the origin of life itself. Then there was the problem with Cambrian explosion of life. Life in the Precambrian was largely very simple life forms and pond scum followed by highly developed and diverse life forms in the Cambrian. Then there remains the problem of speciation. How species develop is BELIEVED to be through mutation and evolution, but no proof of this exists and transitional fossils either don’t exist at all or are believed to exist based on some conclusions and opinions.
However, Evolution and the problems associated with it really pale when the total picture is examined because today science seems to be nothing more than statistical studies, with very little examination of any facts or empirical evidence. So we see statistical studies that show that cancer is caused by such a variety of things that virtually everything is a carcinogen. Statistics are used to justify taking a variety high priced drugs to lower cholesterol and to control type two diabetes but the reality is that some people with low cholesterol have heart attacks and some people with high cholesterol don’t. Virtually everyone today has type II diabetes because the metric for determining the diabetic threshold was lowered from 199 to 100. This was done arbitrarily and precisely what causes diabetes remains unknown, but science marches on.
Beyond these statistical studies are the new “social” diseases like alcoholism and obesity. Precisely how one catches these diseases is unknown but clearly something must be done by the government or science or someone other than the individual in order to stamp out these diseases. The idea that both of these diseases are the direct result of personal decisions and actions by the individual involved is totally rejected. Instead there are calls by the usual coterie of self-described intellectuals and celebrities to stamp our fast food, to force children to eat only healthy food no matter how unappetizing while launching one excuse after the other so individuals no longer have to suffer the stigma of being called a drunk. Why is obesity being subjected to direct action but not alcohol? Well all of those folks calling for action on trans-fats and fast food are almost universally on a diet and only eat tofu and sushi anyway so it only seems right to force the rest of the population to conform to their dietary standard. But those same people drink wine – only good vintages though and then you have the advertising dollars, besides prohibition didn’t work anyway, so rather than address the disease of alcoholism the solution is excuse it as being something out of the control of the individual.
Where is the science behind all of this? Where is the outcry from the scientific community about this distortion of science? The silence is deafening as science slowly slips away from empiricism and into beliefs, opinions, and excuses.
Showing posts with label statistics. Show all posts
Showing posts with label statistics. Show all posts
Monday, August 18, 2008
Monday, June 16, 2008
Silly Science or Pseudo-science
I continue to despair over the continuing erosion of science and critical thinking, by various pundits, academics, and alleged scientists. It seems there has just been some sort of definitive study linking smoking and deaths. This study was conducted by examining approximately 30,000 death certificates. At first glance this would appear to be old news and in fact it is and for the same reason – there is no proven link. No death certificate has ever listed the cause of death as “smoked too much” or as “smoking related”. So studying death certificates by themselves is meaningless and any connection has to be made by interviewing friends, family, or neighbors who may or may not have any accurate view of the deceased habits. The entire argument against smoking lies not on any empirical evidence but entirely on statistical analyses which frequently rest on the A Priori assumption that there is a link, which permits the “scientist” to throw out any contradictory findings.
The total silliness of this sort of science seems to escape the media, the government, and even what passes for the scientific community. This same study based on death certificates could easily find a direct correlation between people who ate lettuce and who died of cancer. So where is the hue and cry to ban lettuce, to stop serving salads, and to force McDonald’s to stop putting this very dangerous item on their hamburgers? Obviously this is just a silly argument because eating lettuce doesn’t have any connection – other than statistical – with cancer, but this is the precise argument used relative to tobacco and smoking. The causation link is totally missing in both of these arguments but crusade against smoking and smokers marches on because “science” says so. Is this really science or pseudo-science?
More recently the crusaders and elitists having won the smoking war have moved on to the obesity band wagon. In fact the Social Security Administration has stated that “Obesity is a complex chronic disease”. Not only are Americans FAT but it is an epidemic disease. An NYU scientist has stated that purveyors of food products (read fast food sellers) should be subject to the same scrutiny and control as sellers of tobacco. In fact the hue and cry is for the government to tax all food products which these elitists deem to have little nutritional value. Clearly Americans are FAT because they are too ignorant and stupid to make proper decisions regarding their diet and since they have demonstrated this irresponsible behavior the government should force them through government restriction just like tobacco.
But what triggered this epidemic disease of obesity? It seems that from 1960 until 1980 about 45% of all Americans were classified as over weight but from 1980 until 2000 that percentage jumped to 64% or roughly two thirds of all Americans are overweight. How can this be? What has caused this “disease” to become an epidemic infecting over half of the population and rising? Well like all silly and pseudo science some critical thinking is in order. The reality is that the federal government – acting on your behalf and not on the behalf of purveyors of dietetic products changed the definitions of over weight and obesity. So at a stroke of the bureaucratic pen people who were not overweight or obese yesterday became obese and overweight over night. But has anyone challenged this change? Of course not because some other bureaucrat has determined that there is a direct correlation between fat people and healthcare costs.
The argument is that fat people are driving health care costs up because they require more medical attention. What is missing from this statistical argument is any comparison between the healthcare needs of those people who were previously not overweight or obese and those who suddenly became overweight and obese without gaining an ounce. This is a statistical shell game because the healthcare needs of those were suddenly reclassified and now be used to justify the conclusion that obesity is growing, that it is an epidemic, and that it is driving up healthcare costs.
What is missing of course is the other side of this argument, which is fat that people die sooner so the best way to reduce healthcare costs is to encourage people to eat more so they will die sooner. After all thin people live longer so they actually require more health care over their lifetime – statistics support this scientific conclusion. This argument would be funny if it weren’t so ridiculous, but this love affair with statistics doesn’t stop with health issues, it is permeating science at all levels.
Perhaps the real issue is not how statistics is replacing science but rather how critical thinking seems to be on the wane. For example there is a trend to establish various behaviors as “diseases” rather than as consequences of those behaviors. Thus we have alcoholism as a “disease” rather than the result of poor decisions. A French study concluded that rats could become addicted to cocaine. In this study 17% of the rats showed symptoms of addiction, meaning that the rats couldn’t control their need or desire for cocaine. Obviously what is missing here is that 83% didn’t become addicted and that the 17% who showed signs of addiction might just have been more tenacious than those rats that gave up. The conclusion was that addiction could be classed as a “disease” and thus the addict is not responsible and should not be held accountable. By this rationale virtually all anti-social behavior from an addiction to speed, sex, coffee, or even beer can now be excused on the basis that the individual is powerless to stop his compulsion. Those who have the temerity to challenge these diseases are subjected to the same intolerance now reserved for those who think that Evolution is a THEORY.
The state of science is unfortunately in sad repair. The idea that people should bear personal responsibility for their decisions and be accountable for the results of those decisions has virtually disappeared. Universities no longer seem to be centers of learning and bastions of critical thinking but have somehow evolved into propaganda machines spewing out graduates who accept virtually anything that they read or hear and believe that science based on statistics has the same value as science based on the scientific model. Silly science and pseudo-science are on the rise and empirical science seems to be in decline.
The total silliness of this sort of science seems to escape the media, the government, and even what passes for the scientific community. This same study based on death certificates could easily find a direct correlation between people who ate lettuce and who died of cancer. So where is the hue and cry to ban lettuce, to stop serving salads, and to force McDonald’s to stop putting this very dangerous item on their hamburgers? Obviously this is just a silly argument because eating lettuce doesn’t have any connection – other than statistical – with cancer, but this is the precise argument used relative to tobacco and smoking. The causation link is totally missing in both of these arguments but crusade against smoking and smokers marches on because “science” says so. Is this really science or pseudo-science?
More recently the crusaders and elitists having won the smoking war have moved on to the obesity band wagon. In fact the Social Security Administration has stated that “Obesity is a complex chronic disease”. Not only are Americans FAT but it is an epidemic disease. An NYU scientist has stated that purveyors of food products (read fast food sellers) should be subject to the same scrutiny and control as sellers of tobacco. In fact the hue and cry is for the government to tax all food products which these elitists deem to have little nutritional value. Clearly Americans are FAT because they are too ignorant and stupid to make proper decisions regarding their diet and since they have demonstrated this irresponsible behavior the government should force them through government restriction just like tobacco.
But what triggered this epidemic disease of obesity? It seems that from 1960 until 1980 about 45% of all Americans were classified as over weight but from 1980 until 2000 that percentage jumped to 64% or roughly two thirds of all Americans are overweight. How can this be? What has caused this “disease” to become an epidemic infecting over half of the population and rising? Well like all silly and pseudo science some critical thinking is in order. The reality is that the federal government – acting on your behalf and not on the behalf of purveyors of dietetic products changed the definitions of over weight and obesity. So at a stroke of the bureaucratic pen people who were not overweight or obese yesterday became obese and overweight over night. But has anyone challenged this change? Of course not because some other bureaucrat has determined that there is a direct correlation between fat people and healthcare costs.
The argument is that fat people are driving health care costs up because they require more medical attention. What is missing from this statistical argument is any comparison between the healthcare needs of those people who were previously not overweight or obese and those who suddenly became overweight and obese without gaining an ounce. This is a statistical shell game because the healthcare needs of those were suddenly reclassified and now be used to justify the conclusion that obesity is growing, that it is an epidemic, and that it is driving up healthcare costs.
What is missing of course is the other side of this argument, which is fat that people die sooner so the best way to reduce healthcare costs is to encourage people to eat more so they will die sooner. After all thin people live longer so they actually require more health care over their lifetime – statistics support this scientific conclusion. This argument would be funny if it weren’t so ridiculous, but this love affair with statistics doesn’t stop with health issues, it is permeating science at all levels.
Perhaps the real issue is not how statistics is replacing science but rather how critical thinking seems to be on the wane. For example there is a trend to establish various behaviors as “diseases” rather than as consequences of those behaviors. Thus we have alcoholism as a “disease” rather than the result of poor decisions. A French study concluded that rats could become addicted to cocaine. In this study 17% of the rats showed symptoms of addiction, meaning that the rats couldn’t control their need or desire for cocaine. Obviously what is missing here is that 83% didn’t become addicted and that the 17% who showed signs of addiction might just have been more tenacious than those rats that gave up. The conclusion was that addiction could be classed as a “disease” and thus the addict is not responsible and should not be held accountable. By this rationale virtually all anti-social behavior from an addiction to speed, sex, coffee, or even beer can now be excused on the basis that the individual is powerless to stop his compulsion. Those who have the temerity to challenge these diseases are subjected to the same intolerance now reserved for those who think that Evolution is a THEORY.
The state of science is unfortunately in sad repair. The idea that people should bear personal responsibility for their decisions and be accountable for the results of those decisions has virtually disappeared. Universities no longer seem to be centers of learning and bastions of critical thinking but have somehow evolved into propaganda machines spewing out graduates who accept virtually anything that they read or hear and believe that science based on statistics has the same value as science based on the scientific model. Silly science and pseudo-science are on the rise and empirical science seems to be in decline.
Saturday, May 31, 2008
Science, Statistics, and Social Engineering
It is unclear as to when the decline of science began, but the decline was already underway when Rachel Carson’s book “Silent Spring” was published in 1962. This book was used as a driving force in the international ban of DDT, even though after four decades of research DDT has never been shown to be harmful to man. In fact in order to bolster her case Carson cited cases of “acute exposures” to DDT as proof of its cancer causing abilities. She cited the case of a woman who sprayed DDT for spiders in her basement and then died a month later of leukemia. In another case she cited the case of a man who sprayed his office for cockroaches and a few days later was diagnosed with aplastic anemia. Of course these laughable examples show no empirical connection between DDT and the cancers and no responsible scientist would accept these as proof and to do so would be irresponsible. Yet no one questioned Carson or her conclusions at the time even though the actually observed results indicated DDT was not harmful to humans and the ban continues. But then there was the case of the impact of DDT on bird reproduction. The study Carson cited stated that DDT “may seriously affect reproduction of birds”. Of course the operative work here is “may” and the actual article indicated that DDT had only a minor negative impact on Quail but actually helped in the reproduction of pheasants.
But the real impact that DDT had was on human health, specifically malaria is immense. The World Health Organization credited DDT with saving 50 million to 100 million lives by preventing malaria. . In 1943 Venezuela had 8,171,115 cases of malaria; by 1958, after the use of DDT, the number was down to 800. India, which had over 10 million cases of malaria in 1935, had 285,962 in 1969. In Italy the number of malaria cases dropped from 411,602 in 1945 to only 37 in 1968. Since DDT was banned the number of cases of Malaria has increased and since the ban the number of cases in South Africa alone has increased 400%. So here is a case where no real science was used to further an ecological cause at human expense and what real science was available was ignored by Carson and the advocaes social engineering. Carson was convinced chemicals, like DDT were poisoning the environment and so used faith based "science" to create a problem with no real scientific basis. This was one of the early examples of Faith Based Science, but there were earlier ones.
In 1892 the Senate Committee on Epidemic Diseases concluded that cigarettes were a public health hazard. In 1964 the Surgeon General issued a report that cigarette smoking CAUSED lung cancer. Since that time there has been more than two dozen similar reports and the number of diseases related to smoking is now so high that virtually every disease is included and it is a wonder that anyone who smokes or who has even been around a smoker is still alive to tell about it. However, NONE of those reports has offered any proof that connects smoking to any disease and ignores the actual fact that the majority of smokers do not get lung cancer. To this day there is no empirical evidence that smoking causes cancer. This entire anti-smoking campaign is based on a statistical correlation and the side-smoke conclusions are not only statistical but based on an A Priori hypothesis which means any contrary findings were discarded. This is another and egregious example of Faith Based science because there is no scientific evidence showing smoking as the cause of cancer.
But given the success of their attack on tobacco the non-science scientists took that as a license to forego all of that tedious lab work and move on to data mining and this opened the door to pseudo-science based on statistics. We now see on a regular basis “scientific” claims that cancer is caused by Saccharin, Styrofoam cups, red meat, Oreo cookies, vasectomies, cotton swabs, orange juice, eggs, and the list goes on and on but it is not limited to cancer. Statistical correlations are being offered almost on daily basis to show some truly ridiculous claims. These are duy reported by the media even though there is no science or any real empirical evidence to support these statistical claims. The most recent example of a statistical "disease" is obesity.
Americans are overweight and the culprit is sugar, fast food, large portions,video games, lack of excercise, or whatever is currently in vogue. Everybody is on a diet, or at least everyone in the Northeast and West Coasts where appearance is everything. Of course much of this brouhaha is a direct result of a restatement of what constitutes “overweight”. The National Health Institute declared that 55% of Americans are overweight and the Social Security Administration declared “obesity is a chronic disease”. Did you get that? When you over eat and you gain weight it isn’t because you have no will power, nosiree – you have a disease and this disease is epidemic in America today. Note that the cry isn’t for science to find a cure for this disease – the demand is for the government to attack this epidemic through social engineering. The government should force Ronald MacDonald out of business, to stop people selling candy to kids, and in general to force people to eat healthy foods and a to eat a lot less so restaurants must reduce their portion sizes. Does that sound like science in action or do-gooders telling everyone else how to live? Where is science in all of this? We are assured that obese people have more medical problems than thin people – the statistics show that so there is no necessity to do any real lab work showing there is a direct connection between a disease of the body and the “disease” of obesity.
Science is definitely in decline and seems to becoming more of a belief system than any thing seriously based on the hallowed scientific method. Perhaps the best example of this erosion of science into social engineering is the declaration that alcoholism is a “disease” and not an example of irresponsible behavior. Precisely what the germ is that causes this disease or how you catch this disease is not described. It is enough to know that people who drink to excess and cannot control their behavior cannot be held accountable by society because that would require them to be personally responsible for their situation. Instead we call it a disease and that excuses them from accountability. Where is the science? Where is the empirical connection? Science is clearly in decline and quickly disappearing. I think I need a Big Mac.
But the real impact that DDT had was on human health, specifically malaria is immense. The World Health Organization credited DDT with saving 50 million to 100 million lives by preventing malaria. . In 1943 Venezuela had 8,171,115 cases of malaria; by 1958, after the use of DDT, the number was down to 800. India, which had over 10 million cases of malaria in 1935, had 285,962 in 1969. In Italy the number of malaria cases dropped from 411,602 in 1945 to only 37 in 1968. Since DDT was banned the number of cases of Malaria has increased and since the ban the number of cases in South Africa alone has increased 400%. So here is a case where no real science was used to further an ecological cause at human expense and what real science was available was ignored by Carson and the advocaes social engineering. Carson was convinced chemicals, like DDT were poisoning the environment and so used faith based "science" to create a problem with no real scientific basis. This was one of the early examples of Faith Based Science, but there were earlier ones.
In 1892 the Senate Committee on Epidemic Diseases concluded that cigarettes were a public health hazard. In 1964 the Surgeon General issued a report that cigarette smoking CAUSED lung cancer. Since that time there has been more than two dozen similar reports and the number of diseases related to smoking is now so high that virtually every disease is included and it is a wonder that anyone who smokes or who has even been around a smoker is still alive to tell about it. However, NONE of those reports has offered any proof that connects smoking to any disease and ignores the actual fact that the majority of smokers do not get lung cancer. To this day there is no empirical evidence that smoking causes cancer. This entire anti-smoking campaign is based on a statistical correlation and the side-smoke conclusions are not only statistical but based on an A Priori hypothesis which means any contrary findings were discarded. This is another and egregious example of Faith Based science because there is no scientific evidence showing smoking as the cause of cancer.
But given the success of their attack on tobacco the non-science scientists took that as a license to forego all of that tedious lab work and move on to data mining and this opened the door to pseudo-science based on statistics. We now see on a regular basis “scientific” claims that cancer is caused by Saccharin, Styrofoam cups, red meat, Oreo cookies, vasectomies, cotton swabs, orange juice, eggs, and the list goes on and on but it is not limited to cancer. Statistical correlations are being offered almost on daily basis to show some truly ridiculous claims. These are duy reported by the media even though there is no science or any real empirical evidence to support these statistical claims. The most recent example of a statistical "disease" is obesity.
Americans are overweight and the culprit is sugar, fast food, large portions,video games, lack of excercise, or whatever is currently in vogue. Everybody is on a diet, or at least everyone in the Northeast and West Coasts where appearance is everything. Of course much of this brouhaha is a direct result of a restatement of what constitutes “overweight”. The National Health Institute declared that 55% of Americans are overweight and the Social Security Administration declared “obesity is a chronic disease”. Did you get that? When you over eat and you gain weight it isn’t because you have no will power, nosiree – you have a disease and this disease is epidemic in America today. Note that the cry isn’t for science to find a cure for this disease – the demand is for the government to attack this epidemic through social engineering. The government should force Ronald MacDonald out of business, to stop people selling candy to kids, and in general to force people to eat healthy foods and a to eat a lot less so restaurants must reduce their portion sizes. Does that sound like science in action or do-gooders telling everyone else how to live? Where is science in all of this? We are assured that obese people have more medical problems than thin people – the statistics show that so there is no necessity to do any real lab work showing there is a direct connection between a disease of the body and the “disease” of obesity.
Science is definitely in decline and seems to becoming more of a belief system than any thing seriously based on the hallowed scientific method. Perhaps the best example of this erosion of science into social engineering is the declaration that alcoholism is a “disease” and not an example of irresponsible behavior. Precisely what the germ is that causes this disease or how you catch this disease is not described. It is enough to know that people who drink to excess and cannot control their behavior cannot be held accountable by society because that would require them to be personally responsible for their situation. Instead we call it a disease and that excuses them from accountability. Where is the science? Where is the empirical connection? Science is clearly in decline and quickly disappearing. I think I need a Big Mac.
Labels:
alcoholism,
obesity,
social engineering,
statistics
Saturday, June 16, 2007
Critical Thinking - Death of
At one time critical thinking was one of the primary lessons learned as an undergraduate. This was taught in a variety of ways but was always viewed as a fundamental learning technique. The rationale was that in order to learn one must think and thinking must be disciplined because undisciplined thinking led to poor learning while a disciplined and structured approach led to better thinking and thus better learning. Good teachers cultivate critical thinking and encourage it in their classrooms frequently using the Socratic Method of questioning and some common questions are:
a) What did the text say or what was meant?
b) What is the source of your information?
c) How did you arrive at that conclusion?
d) What assumptions have you made or what assumptions were made by the author?
e) Are there alternate interpretations?
f) So why is this relevant?
This form of thinking lies at the heart of the “Scientific Method” which rests on these basic facts. These are “Observation” – the phenomena or topic of inquiry must be observed. The second is “Description” so that data presented to describe the phenomena must be repeatable and pertinent. “Prediction” is third so that the data must be consistent through time and the phenomena predictable. The fourth is “Control” meaning that the data sample must be across all possible occurrences and not dependent on selected or opportunistic data. The purpose of this step is to prevent falsification – intentional or unintentional – of data in support of the original postulation. This means that a “theory” must remain a “theory” until there is a sufficient body of evidence that demonstrates the postulation and allows for a predictable result in every case.
Alas this seems to be where the educational system has gone astray because increasingly the classroom has become a bastion of “belief” rather than a center of skepticism. This begins with what is perhaps the most egregious example of “belief” rather than “science” and this is “Evolution”.
This debate began with Charles Darwin’s “Theory of Evolution” as described in his seminal work “The Origin of the Species”. The first problem of course is that Darwin’s book did not address or describe the origin of species, it simply described how existing species “adapted” to their environment. At the time of it’s publication critical thinking was alive and well in the universities and there was widespread skepticism at the time about his conclusions. Darwin himself established criteria that must be met in order for his theory to be proven. To date none of those requirements have been met. Yet “Evolution” is taught in the classroom as a fact and any questioning or critical analysis of this is not permitted. This is a vivid example of how critical thinking is rapidly approaching extinction in our universities.
Most recently there is the issue of “Global Warming”. While the reality of global warming is really not questioned, the debate on causation –as allowed in the classroom – is restricted to human activity. Data from climatologists is dismissed as irrelevant and popular opinions, none of which meet the test of scientific investigation as outlined above. Another example of how critical thinking is being abandoned by our educators in favor of “belief”. However, while these are two of the most obvious examples they are not the only ones.
Perhaps the one that has most impacted our society is that of “side smoke” or “environmental tobacco smoke”. It is widely reported that anywhere from thousands to millions of people die each year from the effects of “side smoke” yet there is not a shred of empirical evidence to support this belief. The entire foundation for this conclusion rests on “statistics” but even these statistics – such as they are – are highly suspect because their source is not disclosed and not disclosed for a very good reason. No death certificate has ever read – cause of death – side smoke. These statistics are almost always couched in terms of “smoking related” but then the statistics almost by definition are suspect because everybody dies of something and virtually everyone on the planet has been exposed to side smoke in some form. Therefore, every death on the planet can be ascribed to “smoking related”. However, does anyone challenge these figures? No - -because students are taught to believe what they are told and not to think for themselves.
But then we get into the metaphysical realm, where challenge is certainly not encouraged. In spite of numerous examples and scientific studies, life after death is not accepted nor discussed, even though it meets enough of the scientific method to at least qualify as a theory. It must be remembered that all reasoning has a purpose and all too frequently the reasoning in our classrooms is aimed at conversion or indoctrination to a belief rather than leading to an independent conclusion. Educated people, schooled in critical thinking cannot be stampeded or swayed by demagogues or those given to flawed and fallacious thinking, so it is no surprise that critical thinking is dying in our bastions of learning where the objective no longer seems to be education but the espousal of belief.
a) What did the text say or what was meant?
b) What is the source of your information?
c) How did you arrive at that conclusion?
d) What assumptions have you made or what assumptions were made by the author?
e) Are there alternate interpretations?
f) So why is this relevant?
This form of thinking lies at the heart of the “Scientific Method” which rests on these basic facts. These are “Observation” – the phenomena or topic of inquiry must be observed. The second is “Description” so that data presented to describe the phenomena must be repeatable and pertinent. “Prediction” is third so that the data must be consistent through time and the phenomena predictable. The fourth is “Control” meaning that the data sample must be across all possible occurrences and not dependent on selected or opportunistic data. The purpose of this step is to prevent falsification – intentional or unintentional – of data in support of the original postulation. This means that a “theory” must remain a “theory” until there is a sufficient body of evidence that demonstrates the postulation and allows for a predictable result in every case.
Alas this seems to be where the educational system has gone astray because increasingly the classroom has become a bastion of “belief” rather than a center of skepticism. This begins with what is perhaps the most egregious example of “belief” rather than “science” and this is “Evolution”.
This debate began with Charles Darwin’s “Theory of Evolution” as described in his seminal work “The Origin of the Species”. The first problem of course is that Darwin’s book did not address or describe the origin of species, it simply described how existing species “adapted” to their environment. At the time of it’s publication critical thinking was alive and well in the universities and there was widespread skepticism at the time about his conclusions. Darwin himself established criteria that must be met in order for his theory to be proven. To date none of those requirements have been met. Yet “Evolution” is taught in the classroom as a fact and any questioning or critical analysis of this is not permitted. This is a vivid example of how critical thinking is rapidly approaching extinction in our universities.
Most recently there is the issue of “Global Warming”. While the reality of global warming is really not questioned, the debate on causation –as allowed in the classroom – is restricted to human activity. Data from climatologists is dismissed as irrelevant and popular opinions, none of which meet the test of scientific investigation as outlined above. Another example of how critical thinking is being abandoned by our educators in favor of “belief”. However, while these are two of the most obvious examples they are not the only ones.
Perhaps the one that has most impacted our society is that of “side smoke” or “environmental tobacco smoke”. It is widely reported that anywhere from thousands to millions of people die each year from the effects of “side smoke” yet there is not a shred of empirical evidence to support this belief. The entire foundation for this conclusion rests on “statistics” but even these statistics – such as they are – are highly suspect because their source is not disclosed and not disclosed for a very good reason. No death certificate has ever read – cause of death – side smoke. These statistics are almost always couched in terms of “smoking related” but then the statistics almost by definition are suspect because everybody dies of something and virtually everyone on the planet has been exposed to side smoke in some form. Therefore, every death on the planet can be ascribed to “smoking related”. However, does anyone challenge these figures? No - -because students are taught to believe what they are told and not to think for themselves.
But then we get into the metaphysical realm, where challenge is certainly not encouraged. In spite of numerous examples and scientific studies, life after death is not accepted nor discussed, even though it meets enough of the scientific method to at least qualify as a theory. It must be remembered that all reasoning has a purpose and all too frequently the reasoning in our classrooms is aimed at conversion or indoctrination to a belief rather than leading to an independent conclusion. Educated people, schooled in critical thinking cannot be stampeded or swayed by demagogues or those given to flawed and fallacious thinking, so it is no surprise that critical thinking is dying in our bastions of learning where the objective no longer seems to be education but the espousal of belief.
Labels:
Darwin,
Evolution,
global warming,
NDE,
smoking,
statistics
Wednesday, June 06, 2007
FREAKYnomics
Recently a book was published titled “Freakonomics” which was a joint effort between a University of Chicago Professor Steven Levitt and a reporter Stephen Dubner. The authors pose six questions and then provide answers by mining data from various sources. Of course the problem with data mining is the same as mining minerals, all that glitters is not gold and data can be selected to provide a desired conclusion just as ore samples can be selected to provide a higher value to the raw material. But the fact that this manipulation is possible doesn’t mean it was intentional or that the resulting conclusions are wrong – it just means that some skepticism might be useful in evaluating the conclusions. Levitt’s position is that “teachers and criminals and real estate agents may lie, and politicians and even CIA analysts, but numbers don’t?” Of course anyone who has ever actually done data mining or statistical analysis knows full well that numbers CAN lie and frequently do, global warming (cooling) being a recent example of how data can be selected and interpreted to arrive at a desired conclusion.
Initially Levitt and Dubner address incentives and their impact which frequently is opposite of what is intended. The first case they address is actually a negative incentive in the form of a penalty for parents who pick up their child after the agreed upon time. Before the penalty was enacted there were approximately 8 late pickups per week but after the penalty was instituted the number of late pick-ups increased to 20 per week – the exact opposite of what was intended. As it turned out the late fee was simply too small because it was less than the current cost of baby-sitting. Had the penalty been substantial it probably would have worked.
Another example of social action and reaction cited by Levitt and Dubner was the sudden disappearance of seven million children. It seems that when the IRS demanded a social security number for every child claimed as a dependent the number of children suddenly declined because the alleged parents were cheating on their taxes. This of course is an example of a successful incentive. But Levitt and Dubner started their analysis by posing the question “What do schoolteachers and Sumo wrestlers have in common?” The answer turned out to be that they both cheat – the conclusion reached by Levitt was that incentives for teachers and Sumo wrestlers are structured so that they are encouraged to cheat.
All three of these are examples of “The Law of Unintended Consequences”, but is the data used to perform the analysis correct? If we assume that the data is in fact correct and the conclusions accurate, then why was the analysis done on schoolteachers and not on taxation? The reality is that historically high taxes do not generate higher revenues for governments but do in fact result in less revenue while tax reductions generate higher revenues. This has been demonstrated repeatedly since the Roman Empire and as of this writing the unemployment rate is at an all time low and the stock market at an all time high. However, this type of analysis and logical conclusion would have been counter to the prevailing view in academia and the media that the Bush tax cuts were favors to his rich friends and not good for everyone else. In fact there seems to be a veiled subtext running throughout this book that supports the liberal view.
In the analysis of what the Klu Klux Klan and Real Estate brokers have in common, the objective is supposed to be how information and the control of it can and does influence decisions. This is really not very surprising since sound decisions are based on having good information. However, in this case the authors show how the use of adjectives and adverbs is used to sway opinion and how businessmen are essentially dishonest. For examples he uses Enron, Insurance Companies, and Real Estate Brokers and compares them to the Klu Klux Klan. Naturally the Klan is more emotionally charged than say – ABC, NBC, or CNN -- who routinely slant their reports with emotionally laden words. This does not mean that the data present is false or that the conclusions are wrong, but just as one Robin does not make a Spring neither does one dishonest individual or company mean that ALL business people are dishonest or that all insurance companies are crooked. This is the flaw throughout this book, it implies things that are not true and is actually a veiled attack on business and the free market.
Riding to the rescue is John Lott, another economist from academia, including the University of Chicago current home of Steven Levitt. Lott takes the position in his book “FREEDOMnomics, that not only is FREAKonomics a pile of rubbish, it is a veiled attack on the free market and business in general. Lott points out that the assertion that the Klan is like a group of Real Estate agents who use “fear” to take advantage of others is beyond the rhetorical boundaries of taste if not accuracy. In fact Lott dissects the example used by Levitt and Dubner and demonstrates that while it might have been an actual example, their analysis of the motivation and result is a simplistic view of the data and a more detailed analysis would show their conclusions to be incorrect and the reality to be completely opposite.
Lott goes on to cite example after example of how the liberal tendency to root for the underdog and to blame corporations for the bad judgment of plaintiffs cost individuals and society a great deal more than the liberals realize. Liberal empathy is not rooted in hard analysis but is driven by emotion. As an example Lott cites the judgment against Wyeth Labs over a girl who contacted polio two weeks after receiving the vaccine, even though it was demonstrated in court that the girl had contacted polio PRIOR to receiving the vaccine. The upshot was that the court decided against Wyeth in sympathy for the little girl but Wyeth had to raise its prices for the vaccine thus causing other little girls to not receive the vaccine because it was now too expensive. Lott cites multiple examples of these decisions that reward an individual or a small group at the expense of everyone else.
In his examination of crime and the death penalty Levitt states “ It is hard to believe that fear of execution would be a driving force in a rational criminal’s calculus in modern America”. Perhaps this comparison is the most illustrative of the pitfalls of data mining and the liberal's tendency to substitute rigorous analysis for a superficial one that supports a desired outcome . The initial comparison showed that the murder rates between states that had capital punishment and those that didn’t showed that it was ineffective in reducing murder. Actually 10 of the 12 states without capital punishment have homicide rates BELOW the national average. At first glance this would seem to bear out the proposition that the death penalty was an ineffective deterrent. What is NOT stated is that these states have historically had lower murder rates than the national average so the statistics cited by Levitt and Dubner were not meaningful because they did not rely on a common factual basis.
During the years 1968 to 1976 when the death penalty was suspended nationwide, these 12 states had a lower murder rate than the national average. However, when the death penalty was reinstated those states that reintroduced it had a 38% drop in their murder rates. This statistic paints a very different picture than the one painted by Levitt.
These are both very interesting books and worthwhile reading but both are based on statistics and anything based on statistics is highly suspicious.
Initially Levitt and Dubner address incentives and their impact which frequently is opposite of what is intended. The first case they address is actually a negative incentive in the form of a penalty for parents who pick up their child after the agreed upon time. Before the penalty was enacted there were approximately 8 late pickups per week but after the penalty was instituted the number of late pick-ups increased to 20 per week – the exact opposite of what was intended. As it turned out the late fee was simply too small because it was less than the current cost of baby-sitting. Had the penalty been substantial it probably would have worked.
Another example of social action and reaction cited by Levitt and Dubner was the sudden disappearance of seven million children. It seems that when the IRS demanded a social security number for every child claimed as a dependent the number of children suddenly declined because the alleged parents were cheating on their taxes. This of course is an example of a successful incentive. But Levitt and Dubner started their analysis by posing the question “What do schoolteachers and Sumo wrestlers have in common?” The answer turned out to be that they both cheat – the conclusion reached by Levitt was that incentives for teachers and Sumo wrestlers are structured so that they are encouraged to cheat.
All three of these are examples of “The Law of Unintended Consequences”, but is the data used to perform the analysis correct? If we assume that the data is in fact correct and the conclusions accurate, then why was the analysis done on schoolteachers and not on taxation? The reality is that historically high taxes do not generate higher revenues for governments but do in fact result in less revenue while tax reductions generate higher revenues. This has been demonstrated repeatedly since the Roman Empire and as of this writing the unemployment rate is at an all time low and the stock market at an all time high. However, this type of analysis and logical conclusion would have been counter to the prevailing view in academia and the media that the Bush tax cuts were favors to his rich friends and not good for everyone else. In fact there seems to be a veiled subtext running throughout this book that supports the liberal view.
In the analysis of what the Klu Klux Klan and Real Estate brokers have in common, the objective is supposed to be how information and the control of it can and does influence decisions. This is really not very surprising since sound decisions are based on having good information. However, in this case the authors show how the use of adjectives and adverbs is used to sway opinion and how businessmen are essentially dishonest. For examples he uses Enron, Insurance Companies, and Real Estate Brokers and compares them to the Klu Klux Klan. Naturally the Klan is more emotionally charged than say – ABC, NBC, or CNN -- who routinely slant their reports with emotionally laden words. This does not mean that the data present is false or that the conclusions are wrong, but just as one Robin does not make a Spring neither does one dishonest individual or company mean that ALL business people are dishonest or that all insurance companies are crooked. This is the flaw throughout this book, it implies things that are not true and is actually a veiled attack on business and the free market.
Riding to the rescue is John Lott, another economist from academia, including the University of Chicago current home of Steven Levitt. Lott takes the position in his book “FREEDOMnomics, that not only is FREAKonomics a pile of rubbish, it is a veiled attack on the free market and business in general. Lott points out that the assertion that the Klan is like a group of Real Estate agents who use “fear” to take advantage of others is beyond the rhetorical boundaries of taste if not accuracy. In fact Lott dissects the example used by Levitt and Dubner and demonstrates that while it might have been an actual example, their analysis of the motivation and result is a simplistic view of the data and a more detailed analysis would show their conclusions to be incorrect and the reality to be completely opposite.
Lott goes on to cite example after example of how the liberal tendency to root for the underdog and to blame corporations for the bad judgment of plaintiffs cost individuals and society a great deal more than the liberals realize. Liberal empathy is not rooted in hard analysis but is driven by emotion. As an example Lott cites the judgment against Wyeth Labs over a girl who contacted polio two weeks after receiving the vaccine, even though it was demonstrated in court that the girl had contacted polio PRIOR to receiving the vaccine. The upshot was that the court decided against Wyeth in sympathy for the little girl but Wyeth had to raise its prices for the vaccine thus causing other little girls to not receive the vaccine because it was now too expensive. Lott cites multiple examples of these decisions that reward an individual or a small group at the expense of everyone else.
In his examination of crime and the death penalty Levitt states “ It is hard to believe that fear of execution would be a driving force in a rational criminal’s calculus in modern America”. Perhaps this comparison is the most illustrative of the pitfalls of data mining and the liberal's tendency to substitute rigorous analysis for a superficial one that supports a desired outcome . The initial comparison showed that the murder rates between states that had capital punishment and those that didn’t showed that it was ineffective in reducing murder. Actually 10 of the 12 states without capital punishment have homicide rates BELOW the national average. At first glance this would seem to bear out the proposition that the death penalty was an ineffective deterrent. What is NOT stated is that these states have historically had lower murder rates than the national average so the statistics cited by Levitt and Dubner were not meaningful because they did not rely on a common factual basis.
During the years 1968 to 1976 when the death penalty was suspended nationwide, these 12 states had a lower murder rate than the national average. However, when the death penalty was reinstated those states that reintroduced it had a 38% drop in their murder rates. This statistic paints a very different picture than the one painted by Levitt.
These are both very interesting books and worthwhile reading but both are based on statistics and anything based on statistics is highly suspicious.
Labels:
Capitalism,
death penalty,
economics,
Freakonomics,
free market,
Liberal,
statistics
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