Motivation – Analytic Technologies

Posted: February 22, 2016 at 5:51 am


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Overview

At a simple level, it seems obvious that people do things, such as go to work, in order to get stuff they want and to avoid stuff they don't want.

Why exactly they want what they do and don't want what they don't is still something a mystery. It's a black box and it hasn't been fully penetrated.

Overall, the basic perspective on motivation looks something like this:

In other words, you have certain needs or wants (these terms will be used interchangeably), and this causes you to do certain things (behavior), which satisfy those needs (satisfaction), and this can then change which needs/wants are primary (either intensifying certain ones, or allowing you to move on to other ones).

A variation on this model, particularly appropriate from an experimenter's or manager's point of view, would be to add a box labeled "reward" between "behavior" and "satisfaction". So that subjects (or employees), who have certain needs do certain things (behavior), which then get them rewards set up by the experimenter or manager (such as raises or bonuses), which satisfy the needs, and so on.

People seem to have different wants. This is fortunate, because in markets this creates the very desirable situation where, because you value stuff that I have but you don't, and I value stuff that you have that I don't, we can trade in such a way that we are both happier as a result.

But it also means we need to try to get a handle on the whole variety of needs and who has them in order to begin to understand how to design organizations that maximize productivity.

Part of what a theory of motivation tries to do is explain and predict who has which wants. This turns out to be exceedingly difficult.

Many theories posit a hierarchy of needs, in which the needs at the bottom are the most urgent and need to be satisfied before attention can be paid to the others.

Maslow's hierarchy of need categories is the most famous example:

Specific examples of these types are given below, in both the work and home context. (Some of the instances, like "education" are actually satisfiers of the need.)

According to Maslow, lower needs take priority. They must be fulfilled before the others are activated. There is some basic common sense here -- it's pointless to worry about whether a given color looks good on you when you are dying of starvation, or being threatened with your life. There are some basic things that take precedence over all else.

Or at least logically should, if people were rational. But is that a safe assumption? According to the theory, if you are hungry and have inadequate shelter, you won't go to church. Can't do the higher things until you have the lower things. But the poor tend to be more religious than the rich. Both within a given culture, and across nations.So the theory makes the wrong prediction here.

Or take education: how often do you hear "I can't go to class today, I haven't had sex in three days!"? Do all physiological needs including sex have to be satisfied before "higher" needs? (Besides, wouldn't the authors of the Kama Sutra argue that sex was a kind of self-expression more like art than a physiological need? that would put it in the self-actualization box).Again, the theory doesn't seem to predict correctly.

Cultural critique: Does Maslow's classification really reflect the order in which needs are satisfied, or is it more about classifying needs from a kind of "tastefulness" perspective, with lofty goals like personal growth and creativity at the top, and "base" instincts like sex and hunger at the bottom? And is self-actualization actually a fundamental need? Or just something that can be done if you have the leisure time?

Alderfer classifies needs into three categories, also ordered hierarchically:

This is very similar to Maslow -- can be seen as just collapsing into three tiers. But maybe a bit more rational. For example, in Alderfer's model, sex does not need to be in the bottom category as it is in Maslow's model, since it is not crucial to (the individual's) existence. (Remember, this about individual motivation, not species' survival.) So by moving sex, this theory does not predict that people have to have sex before they can think about going to school, like Maslow's theory does.

Alderfer believed that as you start satisfying higher needs, they become more intense (e.g., the power you get the more you want power), like an addiction.

Do any of these theories have anything useful to say for managing businesses? Well, if true, they suggest that

Some needs are acquired as a result of life experiences

Again similar to maslow and alderfer.

These needs can be measured using the TAT (thematic apperception test), which is a projection-style test based on interpreting stories that people tell about a set of pictures.

This theory suggests that there are actually two motivation systems: intrinsic and extrinsic that correspond to two kinds of motivators:

One or the other of these may be a more powerful motivator for a given individual.

Intrinsically motivated individuals perform for their own achievement and satisfaction. If they come to believe that they are doing some job because of the pay or the working conditions or some other extrinsic reason, they begin to lose motivation.

The belief is that the presence of powerful extrinsic motivators can actually reduce a person's intrinsic motivation, particularly if the extrinsic motivators are perceived by the person to be controlled by people. In other words, a boss who is always dangling this reward or that stick will turn off the intrinsically motivated people.

Note that the intrinsic motivators tend to be higher on the Maslow hierarchy.

According to Herzberg, two kinds of factors affect motivation, and they do it in different ways:

So hygiene factors determine dissatisfaction, and motivators determine satisfaction. The two scales are independent, and you can be high on both.

Suppose employee A gets a 20% raise and employee B gets a 10% raise. Will both be motivated as a result? Will A be twice as motivated? Will be B be negatively motivated?

Equity theory says that it is not the actual reward that motivates, but the perception, and the perception is based not on the reward in isolation, but in comparison with the efforts that went into getting it, and the rewards and efforts of others. If everyone got a 5% raise, B is likely to feel quite pleased with her raise, even if she worked harder than everyone else. But if A got an even higher raise, B perceives that she worked just as hard as A, she will be unhappy.

In other words, people's motivation results from a ratio of ratios: a person compares the ratio of reward to effort with the comparable ratio of reward to effort that they think others are getting.

Of course, in terms of actually predicting how a person will react to a given motivator, this will get pretty complicated:

Reinforcement Theory

Operant Conditioning is the term used by B.F. Skinner to describe the effects of the consequences of a particular behavior on the future occurrence of that behavior. There are four types of Operant Conditioning: Positive Reinforcement, Negative Reinforcement, Punishment, and Extinction. Both Positive and Negative Reinforcement strengthen behavior while both Punishment and Extinction weaken behavior.

Reinforcement schedules.

The traditional reinforcement schedule is called a continuous reinforcement schedule. Each time the correct behavior is performed it gets reinforced.

Then there is what we call an intermittent reinforcement schedule. There are fixed and variable categories.

The Fixed Interval Schedule is where reinforcement is only given after a certain amount of time has elapsed. So, if you decided on a 5 second interval then each reinforcement would occur at the fixed time of every 5 seconds.

The Fixed Ratio Schedule is where the reinforcement is given only after a predetermined number of responses. This is often seen in behavior chains where a number of behaviors have to occur for reinforcement to occur.

The Variable Interval Schedule is where the reinforcement is given after varying amounts of time between each reinforcement.

The Variable Ratio Schedule is where the reinforcement is given after a varying number of correct responses.

Fluctuating combinations of primary and secondary reinforcers fall under other terms in the variable ratio schedule; For example, Reinforcers delivered Intermittently in a Randomized Order (RIR) or Variable Ratio with Reinforcement Variety (VRRV).

(yearly raise)

[short term]

(unexpected bonus based on merit)

[medium term]

(commissions or piecework pay)

[medium term]

(team-based bonus)

[long term]

This theory is meant to bring together many of the elements of previous theories. It combines the perceptual aspects of equity theory with the behavioral aspects of the other theories. Basically, it comes down to this "equation":

M = E*I*V

or

motivation = expectancy * instrumentality * valence

M (motivation) is the amount a person will be motivated by the situation they find themselves in. It is a function of the following.

E (expectancy) = The person's perception that effort will result in performance. In other words, the person's assessment of the degree to which effort actually correlates with performance.

I (instrumentality) = The person's perception that performance will be rewarded/punished. I.e., the person's assessment of how well the amount of reward correlates with the quality of performance. (Note here that the model is phrased in terms of extrinsic motivation, in that it asks 'what are the chances I'm going to get rewarded if I do good job?'. But for intrinsic situations, we can think of this as asking 'how good will I feel if I can pull this off?').

V(valence) = The perceived strength of the reward or punishment that will result from the performance. If the reward is small, the motivation will be small, even if expectancy and instrumentality are both perfect (high).

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Motivation - Analytic Technologies

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February 22nd, 2016 at 5:51 am

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