Posts Tagged ‘anecdotal-evidence’

My Way of Thinking Does Not Make a Very Good Prediction Tool

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The older I get and the more experience I receive in this world, the more I find that I cannot adequately or consistently predict the behavior of other people. My own viewpoint, my own knowledge, and my own experience that I have gleaned over the years are far too limited and far too narrow in scope to provide an adequate estimation of human behavior overall. I assume that the way I think, that the way I view the world is the only way to do so and that everyone
simply must view and think the exact same way. So I make predictions and judgments based on this assumption and am annoyed when the predicted behavior does not occur because it means that I was obviously in error. I forget that the knowledge and experiences that shape my predictions and judgments are unique to myself. No one else in the world has experienced the world in quite the same way as I, and no one else has had the same interests or learned the
same things or seen quite the same things as I. So my way of seeing the world is unique, and I cannot expect anyone else to behave or think the same way I do. Additionally, I make the common mistake of relying on anecdotal evidence to support my predictions and judgments. The trouble with doing this is that anecdotal evidence is typically not representative of the general population. It is merely one example of human behavior that may support a given idea or assumption. It is very problematic when people rely too heavily on anecdotal evidence to support decisions or judgments. Making snap judgments is also dangerous for another reason—psychological studies have shown that human memory both decays rapidly and is frequently rewritten unconsciously over time, effectively altering or even corrupting the very information upon which we rely so heavily.

The beautiful thing about statistics is that it often corrects for the shortcomings in human judgment by aggregating a large pool of information into relatively simple descriptive numbers. A good predictive statistic will have a good sample of data that is representative of the population at large. If the sample is representative enough, the results of the analysis will generalize well to everybody, meaning that it has a much better chance of accurately predicting behavior by providing a probability value for the occurrence of a particular behavior. Naturally, there will always be those individuals who are so far different from the general populace as to be outliers, and no statistic will completely describe any single individual. However, statistics are meant to be descriptive of large populations and give the inquisitive mind a better chance at accurately predicting how people will behave. There will also be
those unscrupulous individuals who will bias the data in such a way as to serve their own purposes. But for the wise and those genuinely seeking to learn, the use of statistical sampling can counteract the shortcomings of the human condition. It has been proven time and again that statistics can predict human behavior much more accurately, effectively, and consistently than can human predictions based solely on head knowledge.

All this is to caution you against relying too heavily on your own snap judgments (and even against well-thought-out, yet unsubstantiated judgments) because chances are good that your judgments and predictions will be erroneous. The numbers are useful tools to have in one’s
‘toolkit’ and should be used frequently to avoid making crucial, critical mistakes. Nothing replaces good, sound research in the endeavor to make good decisions.

Using Statistics in Christian Ministry

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Interesting factoid: Statistics are better and more accurate predictors of human behavior than estimations of human behavior based on ‘known’ facts. For instance, I can say that so-and-so will do such-and-such a thing because I have seen examples of people doing such things. I’m basing my judgment on anectodal evidence. The problem with anectodal evidence is that it is just that—anecdotal. My own observations are very, very limited and generally do not reflect true trends.

There are all kinds of organizations, companies, and agencies in the world at large that do nothing but collect statistics on human behavior. One such area where research of this kind is extremely useful is in the social sciences, specifically psychology and counseling. Counselors are beginning to rely more and more on statistics in predicting patient/treatment outcome because it has been shown that these numbers are better at prediction than are our own estimations. An example of this is predicting that a patient is going to relapse into former unhealthy behaviors, even though current treatment is going very well, because the numbers indicate that the vast majority of patients similar to this one have themselves relapsed. Such knowledge gives the counselor a heads-up and gives them the opportunity to head the problem off and try a different tack to avoid the relapse itself.

Many Christians I know cringe when they see statistics used in this way. The general notion as I perceive it is that these statistics tend to remove or negate man’s free will, placing him into a box and taking away his ability to control his own actions. The fear here, I think, is that the use of statistics in the helping professions will prove our methods useless and redundant, that they will prove that man has no choice but to act in such ways, that all our work and effort
is, ultimately, in vain. The fundamental misunderstanding here is, however, that while statistics predict accurate future behavior, they in no way influence behavior itself. Statistics are simply
descriptive and serve certain purposes in the helping professions.

This all leads me to wonder how much of a role statistics plays in Christian ministries. I am sure that there are organizations out there that gather such data, analyze it, organize it, and deliver it to churches, ministries, and various similar Christian agencies, but I am personally unaware of such groups. Organizations like Focus on the Family and Crisis Pregnancy Centers undoubtedly collect data to some extent, but I wonder how much of that is used to write and publish reports and journals that would be useful to the Christian community at large. Since my Master’s degree is in psychology and my background and area of interest is in research, data collection, and analysis, I have a vested interest in finding or establishing an organization that conducts surveys, tests, and the like and uses the resultant data in a meaningful way to aid the Christian community in outreach. So, if anyone has heard of such organizations (or has
money to throw toward funding research grants), I would love to hear about it. It would be very cool to put my particular skills and interests to work for the furtherance of the work of God.

Postscript: 2 Peter has a lot of good stuff! I may write a bit about it in the near future…