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at Tue, 27 Dec 2005 10:41:10 GMT in
.com, (Chembake) wrote : ...Why I consider consumer panel as unreliable as they are not trained in an objective manner like the in house panel which are mostly professionals in food processing. Consumers can come from a wide range of background and have already a bias how a food should taste according to their experience and prejudice Exactly. And those biasses need to be taken into account, *not* eliminated during tastings because indeed the consuming public does have expectations about what certain foods should taste like and if you develop a product that deviates from these expectations in ways the customers find to be a negative, even though to the "trained professional" such things would be simply another item of note as opposed to a negative as such, it risks doing poorly in the marketplace. It has never been a part of my experience that a product that has passed the professional panel was rejected later by the consumers as the mode of consumer acceptance was also taken into account before the product is to be launched. Thorough study was already being made and consumer expectation for that product was taken into account. Consumer may not like it due to other reasons such as for example as its expensive. ( but it has nothing to do with the tastes) An example was the launching of a candy apple that contains a layer of caramel and chocolate above it. Prior to that the expectation how the customer would like the product to appear and taste was taken into consideration and when it was released to the market it result in successful sales. The professional panel should thus not be conducted so as to *rate* the food product in the sense of quality judgement, but rather simply to break down its sensory qualities into neutral descriptors. There the panel is of great value because consumers may not be able to describe in precise language exactly what they're tasting. But they will be a better, or more accurate, judge of its ultimate quality because in the end it is they that you have to please. In the professional sensory analysis there are some point in that series that include simulated consumer panel evaluation using the company staff which most of them are not trained in the science of sensory analysis but perform and equivalent job and the results were also mathematically analyzed .BTW the things to be tested are coded to prevent bias..But at least at that kind of crowd there is a coaching process how they should describe the product according to their individual perception if they are the consumer although the results is still considered as supplementary to what the trained test panel already did extensively by technical means. Even from that 'mock' consumer panel it can be extrapolated mathematically how the actual customer will buy the product and will it support the analytical evaluation of their trained colleagues.. In the actual market situation its not only essentially the goods that is sold but also the external appearance and the marketing strategy that influences the success of the product. So whether more or less customer in the product launch did evaluate the product from the initial purchase , good marketing skills can still influence the buying pattern for that product. It's very similar to the process of drug research.... you still have to go through the clinical trial... That is part of the risk that any researcher will have to accept , but a drug is not directly tested on humans but on animals; unlike most confectionery research result which is tested directly by humans. No, a clinical trial is by definition performed on human patients. Nope... clinical means analytical and coolly dispassionate in doing the task but is expected to get results in an objective manner. Not in the case of the medical industry. In this context the clinical trial means those trials conducted on live patients. I agree that your usage of clinical as an adjective is one sometimes used to describe a variety of situations, but when one is referring to the medical industry it would be rare usage at best because of the probability of confusion. A food professional rarely worries that the use of such term that indicate objectivity will be construed as medical in meaning; in fact it was applied occasionally to describe how the evaluation is to be done..i.e in clinical manner. Consumer panels cannot do that.. It means looking at things in objective manner with no pretense or influence from emotions I'd analogise this to the case between the trained test panel and the consumer panel. The test panel represents the animal subject - a carefully selected group with calibrated response which you can measure. The consumer panel is the clinical subjects - a group representing the end target of the product who must themselves be sampled to get results that give you data on real reactions as opposed to reactions in a test case. You got it wrong....an in house trained panel are professionally trained in sensory analysis...but consumer panels are mostly not...therefore from your own analogy the latter are considered the monkeys while the fomer are the humans as they think carefully before giving a sound sensory assessment. It sounds like you misinterpreted the analogy, because in the medical field the purpose of lab work on animals is to understand baseline characteristics of a drug and establish, often at a microcellular level, the biological and biochemical processes taking place - the "objective" side of the analysis where you're trying to break down the behaviour of the drug into its constituent effects. Nope Meanwhile the clinical phase is conducted to find out how the drug performs in the real world. Here what's being looked for is the overall effect on the patient - in the broadest sense whether it does harm or good, and also to a certain extent what side effects and other developments may be expected. Clinically speaking it's the medical personnel who can translate those effects of certain drugs that can only be understood by the fellow practitioners. It has no relation how confectionery technologist think when testing a new confectionery item. Or developing a new one. So back to the food industry, the sensory panel would IMHO be primarily about breaking down the taste and other qualities into their component elements, where the consumer panel would be primarily about gauging overall reaction. These would match nicely against the drug industry phases I described. In professional sensory analysis there is also also a common terminology that is only understood by their peers( which we call as jargon). They try to explain the difference in taste , flavor and texture , it also includes the other qualities of the food item being evaluated. There are many descriptors that only the trained panel members can understand. In both cases the panels are the *subjects*, not the *experimenters*, so whether they think carefully is itself irrelevant as concerns the analogy, but in any case I wouldn't suggest that consumers aren't thinking carefully. It's rather that their thought processes are different and not directed so much at a component-by-component breakdown as at an overall assessment. I don't think that consumers can aptly break down their experiences to the point that it can be mathematically analyzed in the same accuracy due to the use of proper terminology as the professional panel.. Taking a costumers comment seriously that are untrained is similar to relying on the belief that the consumers never lie on their experience , but how do you know if they have a certain prejudice for that item which can influence their decision making? Besides the type of sensory analysis done by the consumer sensory panel is based on like and dislike which are not considered objective as that can be influenced by emotion and prejudice. Still, given that at the end of the day the goal is to create a product that will be liked, the consumer must factor into this very prominently and although you might assume that you can know what consumer reaction is likely to be the actual testing gives real data as opposed to statistical projections. Mere customer evaluation not considered real data as that is considered subjective( and even shallow). Unless the product is really new that there are no benchmarks to compare then the consumer will have to be asked if the novelty food item will succeed if supposing its launched in the market; but if there is another product that can be used for comparison then again I reiterate that the consumers feedback are just considered supportive as the exhaustive sensory analysis by the trained test panel have already established if that particular developed item will succeed or not . The grading system for a consumer sensory analysis is not as elaborate as the from the trained sensory panel. Therefore its not considered to be of primary importance but only secondary( or supporting) in nature. Why should a less-detailed report be given lesser weight? The only thing that a detailed report gives you automatically is - more detail. It cannot be assumed that because you have more detail you have more important information. This is especially true when the needed information is a subjective assessment that at the point of the buy decision comes down quite often to the simple question - do I like it or not? Being able to dissect *why* you like it is ultimately unimportant until after the fact. It is the exactness of the results that is supported by details...the relevance of the mathematical analysis is difficult to refute or to set aside in favor of a non exact methods or based on emotions of like and dislike by the consumers. I say once again that is difficult for a mere chef to understand the innerworkings of the food product research. For more analogy say to relate to as story about the blind men and the elephant The blind men are the customers who only see one point of view of the elephant. He or she may like or dislike that particular item but due to limited perspective he cannot comprehend that the elephant is more than one part he had felt by the absence of sight Meanwhile a trained test panel is not blind and his or her sensory faculties are carefully cultivated to be used as an important tool for the job. So as he has no handicap he can judge what the elephant really is. I would emphasize that the trained panel see the elephant in many angles so its more exacting than feeling only a part of it. Besides you cannot compare a pharmaceutical evaluation of a new drug to testing a new confectionery product. The drug testing takes years... Meanwhile the confectionery product does not take that long ... Timescales involved aren't important, necessarily, to the similarity of the process. I'm using the drug example as an illustration of a similar overall situation - the need to test heretofore unknown products whose effect is on humans - humans who react in often unpredictable ways that have to be Unknown products?....how can that be a confectionery product is supposed to be known and its not as dangerous or risky if compared to drug use accounted for rather than dismissed and which therefore tend to make the process of product development somewhat less clear-cut, less easy to operate like a deterministic algorithim, than for example developing a machine to interact with other machines. Product development uses tools that are easy to understand and to apply by the professional trained in that discipline but would be so alien( and therefore incomprehensible) to the uninitiated in such field. That is the cause of confusion;;;when a tradesmen tries to understand the professional work of the food specialist but don't have the proper mindset and training to absorb it. Besides humans react positively to a confectionery product than to a drug which may arouse some suspicions due to unknown side effect. The quality attributes of new drug is not comparable to the attributes of a confection that is known to arouse pleasure in the consumption in the latter. Lets consider another example; confectionery industry arise from the apothecaries experience on how to make drugs pleasant to take by the patience so the included sugars and syrups, cooling agents and other additives that contribute pleasures in the intake of medicine which otherwise is unpalatable. .... I suspect it's also inaccurate to call the soldiers the customers ... The military organization who requested such product is the customer and the soldiers are the consumers. ... I don't see it that way,,,, any food product develop for buying customer had its own ;blueprint' or plan how its to developed and handled at the most economically reasonable way that will help bring the cost down. That is why there a widespread application of statistical methods such as Robust Product design, Design of experiments, Evolutionary operations, Taguchi methods which are incomprehensible to a non statistically minded individual. Trying to have every food product created by the food designer be tasted by the consumer is a grossly expensive and time consuming... Most statistical controls have to do with testing samples as opposed to the entire production run, however, you can't simply translate the statistical data from one product to a different product, even if the products are similar. The new product must have its own statistics be generated and this involves data-gathering. Your understanding of the statistical tools is unfortunately not sufficient enough in order to comprehend its importance in food product development Nonetheless, it sounds as though what you mention may be the *actual* primary objection to the use of consumer panels - high cost. Well, if that is the case, there's no point in wasting time arguing about other reasons as to why consumer panels should not be used - these other reasons are simply attempts to justify a decision made for a different reason - a valid reason that should be stated upfront. If it's too expensive, it's too expensive. The problem is, it's a bit like a new drug, isn't it? If the consumer has no way to know whether a particular ingredient could be fatal, should he be expected to take it? Even with a modicum of common sense, clearly an informed consumer will shun such a product until research does exist to establish what the risks are. Thus that the deeply allergic will avoid soy lecithin is a very rational decision indeed. The consumer and the patient have different frame of mind; the patient needs to take the drug due to the belief that it will cure his ailment, but the confectionery consumer will eat the confection ( it may or may not be to his expectations but its not life threatening like the patient experience) but at least he or she can derive some form of pleasure in its consumption as its sweet and he or she is unlikely to puke due to it. -- |
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at Wed, 28 Dec 2005 06:12:38 GMT in
.com, (Chembake) wrote : at Tue, 27 Dec 2005 10:41:10 GMT in s.com, (Chembake) wrote : ... .. Indeed, that's a possibility, and in fact an excellent marketing strategy can "rescue" a middling product. But when you get the combined effect of a well-received product and a good marketing campaign, you can get a sales bonanza. By contrast even the slickest marketing can rarely salvage an honest-to-goodness dud. The simple fact that such duds can and do occur in the food industry indicates that the evaluation process as you describe it isn't infalliable. A product that is destined not to succeed is because of the failure of the new product developer to assess the product quality that it will conform with the customer needs which should have been already anticipated . But it seldom happens as it’s a team effort and there are a lot of pragmatic and sensible people in his or her team to offer ideas that will help the food designer. Besides a failed product is not only something of sensory quality. It may fail even if it satisfies many the criteria what the consumer wants from that product..….but if the developer expectation or much more the company behind his team expect so much for that particular product and they have their own projection for its performance and it it happens it does not reach the standard of performance as in their best selling products they will just stop selling , bring it back for more study and see if they can improve it further before they can relaunch it the same or as a different product name They consumers may say that it vanished , it means it failed because the consumer dislike it but its only half the truth It's very similar to the process of drug research.... .... No, a clinical trial is by definition performed on human patients. Nope... clinical means analytical and coolly dispassionate in doing the task but is expected to get results in an objective manner. Not in the case of the medical industry. In this context the clinical trial means those trials conducted on live patients... A food professional rarely worries that the use of such term that indicate objectivity will be construed as medical in meaning; in fact it was applied occasionally to describe how the evaluation is to be done..i.e in clinical manner. Perhaps not, but since this was a term introduced to refer to my analogy to the medical/drug research field, in this case the term must be used in the sense inferred in the medical industry. In the general sense, but not in particular to a certain developer who want to see things in clinical fashion as how he or she interpreted the term. It sounds like you misinterpreted the analogy, because in the medical field the purpose of lab work on animals is to understand baseline characteristics of a drug and establish, often at a microcellular level, the biological and biochemical processes taking place - the "objective" side of the analysis where you're trying to break down the behaviour of the drug into its constituent effects. Nope What, exactly, are you disagreeing with here? It’s the comparison of subjects for ( drug use and confectionery consumption evaluation). The relation is between the 2 groups of *test subjects* in the 2 cases - lab animals vs. professional test panels, human patients vs. consumer panels. However, and this is important, I'm not equating the external characteristics of the individual subjects, so that in no way am I trying to imply that professional testers are like lab animals. What I'm saying is that the body - the group, performs a similar function whatever their external characteristics. So that if in the medical case the need is for somewhat unintelligent creatures as test subjects, and in the food case for test subjects who are anything but unintelligent, that's wide of the analogy itself. ..That analogy is funny from the confectioners point of view. If you tried to extract the same level of detail out of the consumers for the same product, you could expect larger variances - i.e. a wider overall statistical distribution of the results, but this would be a reflection of the level of detail sought, not the accuracy of the analysis that can be performed. You'd just be trying to obtain finer resolution of the data than the available sample could accurately reveal. If, on the other hand, you restricted your questions to simple like/dislike response - the sort of level a consumer would probably respond on, then you would get probably equally accurate results - or to be precise in the language, results whose sample variance accurately reflected the distribution of the entire population. That's the whole goal of test panels - to estimate, by sampling, the overall statistical response of the population. Yes and no responses, like and dislike …. Its not just not accurate enough to describe the attributes of the food product. Yes the result can also be statistically evaluated but it will never be used as the major factor that the product fits the expectation of the customer. Likelihood that the consumer may buy something or not because from rough statistics its shows it so is not a reliable indicator that the product will succeed in the market. A lot of marketing establishment have done that on other consumer products but produced mixed results. But if the product developed was really well thought of and exhaustive study was done along the line of the particular customer expectation then the marketing people will be exerting less effort to promote the product. Taking a costumers comment seriously that are untrained is similar to relying on the belief that the consumers never lie on their experience , but how do you know if they have a certain prejudice for that item which can influence their decision making? That can be gauged by their reaction to the new product and possible feed back they can submit to the marketing survey. That's half of the reason to include the consumers in the sampling - to account for inbuilt bias as opposed to trying to eliminate it which if you do will give you the sales results that could be expected in a hypothetical universe where everybody bought free from prejudice as opposed to the real one where individual prejudices factor into the buying decision. In fact, you could probably suggest certain prejudices by comparing the results of the trained panel (who we hope will be close to neutral - although they may have their own prejudices) with that of the consumer panel. Major discrepancies would suggest a difference in expectations. Difference in expectation is not what the trained test panel and the untrained consumer panel had in mind. The former knows from their experience and voluminous data what the consumer expects and the latter understand that their own expectation of the product is already taken care of.;even before the taste the product. And its pretty common in confectionery manufacture and seldom they will ask second opinion from somebody outside who does not understand what that confection is. There is a wide variety of confectionery products and even me I don’t like many of them; so are the customers; there is a certain target client for a certain confectionery item and that will be expected to patronize them if all their needs for that certain item is filled up. Therefore Target market is the keyword here Every food designer have it in their mind before they embark on such particular food product development So when customer who is interested on that particular item will buy the product they are optimistic that they would appreciate it. Only people who has no affection for that certain confectionery line will dislike it.. Take it for example supposing I am a consumer...and it happen that ..... I don’t like licorice but does it affects its sales?,,,,I am certain that if I am your so called consumer panel I will be the offer a vehement objection that I dislike it and so if supposing the consumer panel is composed of equally of people who like and dislikes licorice how can that judgement be taken as reliable and better than the trained in house panel( who do it clinically/objectively) in judging a new licorice product? As most consumer panel are just randomly selected how can the evaluators see a reliability that they have amassed the right target customer for that particular product line? A lot of consumer panel loves freebies.... and they have nothing to lose but something to gain. They may not like the product but out gratitude for the freebies and compensation for their time and effort they will gladly lie in the sensory evaluation to please the leader of the consumer panel evaluation team. How common is that occurrence of deceptive people whose integrity has a lot to be desired; but they are consumers and therefore should be included in your so called consumer panel to ultimately judge the product that your developing team made exhaustive efforts that the new item is what the particular target market wants. Meanwhile, yes, you can always run into the consumer who is going to lie blatantly on a panel for a variety of reasons. Again, this should be allowed for as much as possible in the way the panel is set up, the questions that are asked, etc. .... Subjective? Shallow? Possibly. And in fact a lot of buying decisions are made for those sorts of subjective, shallow reasons. Therefore you can't design a product on the assumption that people will buy it for objective reasons. You have to design it to play to the kinds of subjectivities people actually exhibit. Just because data is subjective doesn't mean it's any less "real". It just means it's much more difficult to rationalise - explain away through a logical thought process that one could follow algorithmically. Again, most people don't follow an algorithm when making a purchase decision. That justifies the reasoning that its not wise to trust the customers judgement as they are capricious . and most of the time unreliable. .. I would emphasize that the trained panel see the elephant in many angles so its more exacting than feeling only a part of it. Except that it is the customers who are buying the product. So if the goal is to sell an elephant, then you have to appeal to the blind customer, not to the sighted panel. The panel may be able to expound on qualities that would be important to those who can see, but to the blind man such qualities might well be immaterial. Yes, the panel has a richer description, but all that richness of description means little when the buying decision is being made by somebody with a more impoverished perspective. This sums up that if a certain consumer only see a part of the whole picture then how can their decision be taken into account as reliable basis that the product is good or bad? Introducing also an alternative counterexample, I would portray the customers as people who can see, and who see...an elephant. They don't care much about the shape of the ears, or the length of the trunk, or any other feature that the trained person sees and integrates into a description. What they want is an elephant, pure and simple. In some sense you might say it's the customer who has the more holistic viewpoint, refusing to see an object as a collection of distinct subobjects. That is what I mean….to see things as a whole….but if you judge it by the term or like and dislike (which is common in consumer panel ) which are half truths ...it does not say anything to be taken seriously by a competent evaluator as it does not say anything valid( if not solid) descriptors that can be used to relate to the technically trained panel. Unknown products?....how can that be a confectionery product is supposed to be known and its not as dangerous or risky if compared to drug use It's not that the reaction might be dangerous, it's that it's unpredictable, precisely because, as you point out, customers are notoriously subjective. So it's difficult to quantify the response ahead of time, and the only way to get real data is to experiment on the real subjects. Drugs are unpredictable in dangerous ways, and now it's not because the patient's system responds subjectively, but because it responds with a complex of only partially-understood mechanisms. But in either case the result is the same - you can't predict the outcome as well as you would like without field trials. That is one of the major reason that I don’t want to compare drug evaluation to confectionery assessment . They are different : a food item is never comparable to a medicinal product.. It does not give any sense or even logic at all for an equivalent comparison. Trying to have every food product created by the food designer be tasted by the consumer is a grossly expensive and time consuming... Most statistical controls have to do with testing samples as opposed to the entire production run, however, you can't simply translate the statistical data from one product to a different product, even if the products are similar. The new product must have its own statistics be generated and this involves data-gathering. Your understanding of the statistical tools is unfortunately not sufficient enough in order to comprehend its importance in food product development I've actually not described my background in statistics. FWIW I've done extensive theoretical and practical work with statistical models - and in both the sense of developing specific statistical tools for specific industries, and in developing the overall theory of statistical analysis. My specialty is in fact in computing technologies using statistical methods as an alternative to deterministic digital processing. This involves both an understanding of the ground rules of statistical analysis and a development of processing models that allow one to implement statistical functions in computer hardware. Computer hardware itself is also fabricated using methods of statistical process control. So I've had opportunities to interact with the field at many levels. Do you have a specific technique in mind that you think I might not be familiar with (perhaps, for example, one very much unique to the field you're in)? Uniqueness..?....maybe not as food product development is an applied science the statistical tools are related as in other field.. In my field our personnels use statistical tools to improve the efficiency of product development such as good design of experiments including robust product design , formulation optimization techniques ,Quality function deployment , and related statistical tools and it helped us a lot to hit the right product according to the customer requirement for such. item. In addition by extensive database of confectionery related matters including product movement, consumer expectations etc We already gained an understanding of customer wants and needs of a certain product and we develop product requirements( and specification ) along that line to ensure that customer wants are being addressed and the product is likely to succeed once its done. There is no need to go the customer everytime to ask them if this is what they want as that is redundant. Taking consumers as the source of positive feedback before the product is to be developed is an absurdity. By the way If your statistical thinking is correct and just focusing on the taste aspect alone, then what have been found in the laboratory and pilot scale studies including sensory analysis already produced positive result that the majority of the attributes as what the customer wants ( for that certain product)then why would the consumer will be expected to say grossly the opposite that is not what they want? Where is the positive correlation statistically speaking? Another thing is Why would the developer rely on the outside feedback to dictate them in their jobs when they are already aware what the consumer want and they are developing the products in that direction? Besides a certain company who has already established reputation for their confectionery product performance in the market have already amassed voluminous data what the customer wants for a certain confectionery product and so any new project is based on that mine of information.. They have use any available tools in their facility to get things done in behalf of the customers. I have seen a lot of product development done by big confectionery establishment ( not necessarily in the US) that was not even subjected to much consumer testing but succeeded in the market; and I have seen some new products from different small confectionery business that don’t have good technically trained personalities in their workforce but just an assembly of chefs and kitchen personnel who made confections and relies on consumer feedback to judge their new product but to fail ultimately in the market. I have also seen some chocolatiers who had long experience in the field that he does not need to ask the customer what they want but he can create a novel products that really sell! The big decision if the product will fail or succeed in the market does not come from the consumers but within the producers ranks; These people are not crazy to waste resources without having a forethought if that particular product is doomed to fail .They are certain the know what the customer wants and they are going in that direction. Therefore this validates my earlier statement that the consumer panel is just SUPPORTIVE or CONFIRMATORY in any confectionery related development. Except that in the specific case of lecithin a customer has some reason to believe the confection *might* be fatal and no hard data to assure him that it won't. It's for that reason that some people in the soy-allergic group are scrupulous about avoiding soy lecithin. That is dubious thought....lecithin to be fatal....when similar lipids exist in the human body? And it was proven time and time again that is safe...regardless if comes from soybean or other plant material. If there is somebody who is really allergic to it is very rare and not a cause of concern for the confectionery manufacturer. |
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at Thu, 29 Dec 2005 23:27:53 GMT in
.com, (Chembake) wrote : at Wed, 28 Dec 2005 06:12:38 GMT in s.com, (Chembake) wrote : at Tue, 27 Dec 2005 10:41:10 GMT in ps.com, (Chembake) wrote : ... . .... By contrast even the slickest marketing can rarely salvage an honest-to-goodness dud. ... A product that is destined not to succeed is because of the failure of the new product developer to assess the product quality that it will conform with the customer needs which should have been already anticipated . In theory, that's how it's supposed to work. But in practice, even the best-researched and thoroughly tested products bomb in the marketplace, and I've seen plenty of cases where they bombed because of reasons that could have been caught had the product been subjected to consumer trials. Usually in those situations it seems obvious after the fact, but this is because some key factor that had never before been noted becomes visibly self- evident. No company will make the same mistake again, because now whatever that mystery factor is will have been determined and integrated into testing, database, and other systems. However, before the release of the fatal product, no company knew or perhaps cared about this factor. But it seldom happens as it’s a team effort I agree that a total failure is rare. Besides a failed product is not only something of sensory quality. It may fail even if it satisfies many the criteria what the consumer wants from that product..….but if the developer expectation or much more the company behind his team expect so much for that particular product and they have their own projection for its performance and it it happens it does not reach the standard of performance That's part of what I was referring to in describing the assumptions of the developer. On paper the product may look as if it's going to be a smash hit while in practice it might turn out to be only a modest success. Companies inevitably feel a bit deflated when this happens. best selling products they will just stop selling , bring it back for more study and see if they can improve it further before they can relaunch it the same or as a different product name Another thing that can happen is that the product was great, but its cost structure just was too high for the actual market they were able to capture. This is one of the most common causes of customer mystery - it becomes a "whatever happened to that great xxx product..." when the truth is the cost they'd factored in assumed a larger market than actually came to pass. It sounds like you misinterpreted the analogy,... Nope What, exactly, are you disagreeing with here? It’s the comparison of subjects for ( drug use and confectionery consumption evaluation). Don't be overly distracted by the fact that both of these items are comestibles. That wasn't really the point. The point was to illustrate industries where the market research process could justifiably invoke similar themes. .... If you tried to extract the same level of detail out of the consumers for the same product, you could expect larger variances - i.e. a wider overall statistical distribution of the results, but this would be a reflection of the level of detail sought, not the accuracy of the analysis that can be performed. ... If, on the other hand, you restricted your questions to simple like/dislike response - the sort of level a consumer would probably respond on, then you would get probably equally accurate results ... Yes and no responses, like and dislike …. Its not just not accurate enough to describe the attributes of the food product. I would say that it's not a matter of *accuracy*, it's a matter of *resolution* - how many separate features are you going to try to extract? With any statistical data set taken with any sample, the resolution of your data is going to be inversely proportional to the accuracy - so the broader the conclusion you want to draw, the more accurate, in the sense of being a good predictor, you can expect your results to be. OTOH sometimes perfectly accurate results in a very broad classification don't tell you very much. Depending on the sample taken you can manage different levels of tradeoff between accuracy and resolution - in the case of the test panel you're getting excellent resolution at the sacrifice of some accuracy, while in the case of the consumer group you get good accuracy but lose resolution. To a certain extent using accuracy and resolution is quibbling over terminology, but the underlying property - of a tradeoff between 2 different desirable features of the analysis - is what I want to emphasize. Yes the result can also be statistically evaluated but it will never be used as the major factor that the product fits the expectation of the customer. Why not? If the consumer likes it, we may assume fairly well that it fits their expectation. The direct evidence of actual response is more solid than the indirect inference that you could draw based upon an idea that if a product fell within a certain profile it could be expected to be well- received. There is a wide variety of confectionery products and even me I don’t like many of them; so are the customers; there is a certain target client for a certain confectionery item and that will be expected to patronize them if all their needs for that certain item is filled up. Therefore Target market is the keyword here Every food designer have it in their mind before they embark on such particular food product development So when customer who is interested on that particular item will buy the product they are optimistic that they would appreciate it. Only people who has no affection for that certain confectionery line will dislike it.. Yes, you have hit the nail on the head when you identify the key issue as target market. Third-party analysis can be much more accurate when you have a narrow target market, because in that case there's been some attempt to pre-qualify your audience. Nonetheless, I think in this case a consumer testing round is valid - you just need to screen your consumers who are going to participate. Clearly it's futile to survey a broad spectrum of consumers for a product that's only going to appeal to a certain clientele - e.g. your licorice example. What's done is that with a quick round of preliminary questions taken from a broad canvassing, you can qualify your target consumers - who then form the basis of your consumer test panel. This is commonly called a "focus group", and although focus groups, like anything else, are only part of the marketing picture they have been remarkably successful when used intelligently. I can see how you might have thought what I was advocating would be foolish if you thought I meant that one should just randomly pick consumers out of a crowd. .... As most consumer panel are just randomly selected how can the evaluators see a reliability that they have amassed the right target customer for that particular product line? A lot of consumer panel loves freebies.... and they have nothing to lose but something to gain. They may not like the product but out gratitude for the freebies and compensation for their time and effort they will gladly lie in the sensory evaluation to please the leader of the consumer panel evaluation team. When a company devises their consumer panels like this they have only themselves to blame for their own poor results. Such a panel will usually have been assembled to justify a pre-formed conclusion, exactly the behaviour I was warning against. Yes, a blind consumer panel conducted as you outline is useless. That's why you don't conduct consumer panels like that. But if you imagine that all consumer panels must of necessity be this way then you are missing out on an important market-evaluation tool. Again, most people don't follow an algorithm when making a purchase decision. That justifies the reasoning that its not wise to trust the customers judgement as they are capricious . and most of the time unreliable. IMHO it justifies rather the reasoning that it is not wise to treat marketing as an algorithmic, deterministic process that you can just follow procedurally. People are somewhat unpredictable and thus an attempt to reduce things down to a rigidly determined outcome will inevitably result in the occasional perplexed surprise when things don't go according to plan. . I would emphasize that the trained panel see the elephant in many angles so its more exacting than feeling only a part of it. Except that it is the customers who are buying the product. So if the goal is to sell an elephant, then you have to appeal to the blind customer, not to the sighted panel. The panel may be able to expound on qualities that would be important to those who can see, but to the blind man such qualities might well be immaterial. Yes, the panel has a richer description, but all that richness of description means little when the buying decision is being made by somebody with a more impoverished perspective. This sums up that if a certain consumer only see a part of the whole picture then how can their decision be taken into account as reliable basis that the product is good or bad? Because it doesn't matter what *you* think. What matters is what the *customer* thinks. This is true to the extent that even if the customer were blind and attempting to buy an elephant, and the sighted experts could aver that what he was feeling was, indeed, an elephant, if that customer were to think that he was feeling a giraffe, then from the POV of the sale it would be a giraffe. That's what's meant by the aphorism "the customer is always right". People tend to take that statement as a policy directive for customer service, when in fact the meaning is much deeper - it means that a company must always follow what the customer says he wants, even if from the company's POV that seems absurd. It's futile to try to second-guess the customer. .... it's the customer who has the more holistic viewpoint, refusing to see an object as a collection of distinct subobjects. That is what I mean….to see things as a whole….but if you judge it by the term or like and dislike (which is common in consumer panel ) which are half truths ...it does not say anything to be taken seriously by a competent evaluator as it does not say anything valid( if not solid) descriptors that can be used to relate to the technically trained panel. To the technically trained panel what the customer says may be impossibly vague and meaningless, but the important point is - the trained panel is not the group who is going to be *buying* the product. So what they think in terms of what meaning the customer's description has is totally irrelevant. To give another example: in the film industry it's common for a film to get great reviews by the critics, who we may assume to have excellent knowledge. But then it bombs at the box-office, often because what the critics saw in the film was too obscure and/or inaccessible to make any sense to the viewing public. Meanwhile, all the critics could roundly pan a movie which then is a blockbuster, because even though it contains nothing that the critics see as commendable, it has appeal to the common man. I would argue that it is the critics who have the wrong perspective in these cases, not the audience. From the POV of the film's producers critical acclaim is only valuable insofar as it increases box- office returns, and likewise a high gross more or less negates any issues of poor review. If the audience likes it, I feel, the film should be considered "good" regardless of what the critics say, and it's in fact the critics who need to adjust their criteria of excellence based on the popular response - at least insofar as their aim is to provide a service that indicates to the readership what films they should see if they wish to be entertained. Unknown products?....how can that be a confectionery product is supposed to be known and its not as dangerous or risky if compared to drug use It's not that the reaction might be dangerous, it's that it's unpredictable, precisely because, as you point out, customers are notoriously subjective. ... That is one of the major reason that I don’t want to compare drug evaluation to confectionery assessment . They are different : a food item is never comparable to a medicinal product.. It does not give any sense or even logic at all for an equivalent comparison. No analogy can be "perfect", retaining all the properties of the thing analogised, for if it did, it would be that very object. The only way one can, indeed, distinguish separate objects is that they have different properties. Thus when making an analogy it is necessary to restrict one's assessment of the similarities to that domain where the analogy is presumed to apply - the overlap of similar qualities - and not get caught up in how things are different from one another. Otherwise you'd find there were no good analogies for anything. .... If your statistical thinking is correct and just focusing on the taste aspect alone, then what have been found in the laboratory and pilot scale studies including sensory analysis already produced positive result that the majority of the attributes as what the customer wants ( for that certain product)then why would the consumer will be expected to say grossly the opposite that is not what they want? Where is the positive correlation statistically speaking? It could be different because, as we have both pointed out exhaustively, the average person doesn't deconstruct a taste into its respective components. Rather, he sees it as a total object that he "likes" or "dislikes" subjectively. If you break down a taste into components you assume that these components are in one sense or another independent - or at least that you can reduce the taste to a minimal set of independent attributes that can be considered the "dimensions" of the taste as far as your analysis is concerned. Unfortunately, *real* taste tends to have inseparable variables: it's a case of "everything depends on everything". This kind of problem foils a database because DB's are designed on the relational model that assumes a 1-to-many hierarchichal relationship - that you can break down your attributes into that set of independent variables. Any time you've got the kind of many-to-many mapping that characterises real taste, your DB will go haywire. In actual fact, it's not quite a hopeless picture, because in spite of the fact that taste is so intertwined, you can approximate the picture with a series of more-or-less independent variables which give at least a reasonably complete representation of the taste. For many situations this gives good results, but since it's an approximation, it can't catch every case. The analysis might then indicate that such-and-such a combination will be a success, but in fact it's either not so successful as expected, or in the worst cases a total failure. Nothing was wrong with the analysis, it's just that if this result comes as a total shock then the people involved never really fully grasped that they were dealing with approximations and not with absolute fact. Another thing is Why would the developer rely on the outside feedback to dictate them in their jobs when they are already aware what the consumer want and they are developing the products in that direction? If they're not receptive to outside feedback, then I think the developers are running the risk of becoming closed-minded, convinced of their own knowledge. Part of being a first-class developer is being able to listen to and heed external input. The big decision if the product will fail or succeed in the market does not come from the consumers but within the producers ranks; These people are not crazy to waste resources without having a forethought if that particular product is doomed to fail .They are certain the know what the customer wants and they are going in that direction. Being absolutely certain you know what someone else wants sets you up for the biggest possible embarrassment when you discover that what you thought they wanted was not what they actually did want. Sometimes you can predict effectively, sometimes not. Better not to assume that you know, but rather to believe that you have some ability to predict. Therefore this validates my earlier statement that the consumer panel is just SUPPORTIVE or CONFIRMATORY in any confectionery related development. Once a consumer panel has been set up with the assumption that you know exactly how they will respond and are merely trying to verify your knowledge, you have committed the error I described above as "Such a panel will usually have been assembled to justify a pre-formed conclusion". Except that in the specific case of lecithin a customer has some reason to believe the confection *might* be fatal and no hard data to assure him that it won't. It's for that reason that some people in the soy-allergic group are scrupulous about avoiding soy lecithin. That is dubious thought....lecithin to be fatal....when similar lipids exist in the human body? It's not the lecithin in particular that could be fatal, it's the derivation from soy, which for those truly allergic might be a cause for concern, which could be fatal. And it was proven time and time again that is safe...regardless if comes from soybean or other plant material. If there is somebody who is really allergic to it is very rare and not a cause of concern for the confectionery manufacturer. No, the confectionery manufacturer can't worry about that sort of thing explicitly, because then you are desiging for an extreme exception. However, in order to avoid possible legal entanglements, you may need in today's litigous society to print a disclaimer on your label. Meanwhile if a confectioner did choose to avoid lecithin it might be because he had other objections and thus being able to assuage the concerns of the soy- allergic would merely be a small bonus. -- Alex Rast (remove d., .7, not, and .NOSPAM to reply) |
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at Thu, 29 Dec 2005 23:27:53 GMT in
.com, (Chembake) wrote : In theory, that's how it's supposed to work. But in practice, even the best-researched and thoroughly tested products bomb in the marketplace, and I've seen plenty of cases where they bombed because of reasons that could have been caught had the product been subjected to consumer trials. Usually in those situations it seems obvious after the fact, but this is because some key factor that had never before been noted becomes visibly self- evident. No company will make the same mistake again, because now whatever that mystery factor is will have been determined and integrated into testing, database, and other systems. However, before the release of the fatal product, no company knew or perhaps cared about this factor. I don’t know if the product you are talking about is confectionery.... And I know as I had seen a lot of their development works.... and it seldom fail... That's part of what I was referring to in describing the assumptions of the developer. On paper the product may look as if it's going to be a smash hit while in practice it might turn out to be only a modest success. Companies inevitably feel a bit deflated when this happens. Here we go again...you insist your position but you had never been in actual confectionery product development and manufacturing or have related experience to substantiate your claim.. You claimed you understand statistical application which is rather well known.... but it seems now never had any idea how its applied in food product development and you had never been there...and had any ideas that the quality aspects of a product are consumer oriented. Some times I wonder what is wrong with you... You have no first hand experience in this field then why you argue based on assumptions and not to accept a true experience from a person who actually witnessed it ? If you know nothing about confectionery production including research and development then better not insist your hypothetical ideas. best selling products they will just stop selling , bring it back for more study and see if they can improve it further before they can relaunch it the same or as a different product name Don't be overly distracted by the fact that both of these items are comestibles. That wasn't really the point. The point was to illustrate industries where the market research process could justifiably invoke similar themes. .. But you are generalizing things....and that makes this comparison appears trivial... If you are in the proximity of that confectionery industry you will understand that the field is unique by itself...but its not that complicated like other food industries. I would say that it's not a matter of *accuracy*, it's a matter of *resolution* - how many separate features are you going to try to extract? Accuracy and resolution....you are becoming more academic...you should be teaching in the university for first year statistics and not to dictate your terms to people who had been in thick of that application in real time. We know those things well.... for sure. And the consumer is the motivation for using those tools. Why not? If the consumer likes it, we may assume fairly well that it fits their expectation. The direct evidence of actual response is more solid than the indirect inference that you could draw based upon an idea that if a product fell within a certain profile it could be expected to be well- received. Again you are theorizing... .. ....you have no first hand evidence based on confectionery experience .... so why insist that it would not work.? I am very sure it works as I have experienced it! Therefore Target market is the keyword here Every food designer have it in their mind before they embark on such particular food product development So when customer who is interested on that particular item will buy the product they are optimistic that they would appreciate it. Only people who has no affection for that certain confectionery line will dislike it.. Yes, you have hit the nail on the head when you identify the key issue as target market. Third-party analysis can be much more accurate when you have a narrow target market, because in that case there's been some attempt to pre-qualify your audience. Nonetheless, I think in this case a consumer testing round is valid - you just need to screen your consumers who are going to participate. Clearly it's futile to survey a broad spectrum of consumers for a product that's only going to appeal to a certain clientele - e.g. your licorice example. What's done is that with a quick round of preliminary questions taken from a broad canvassing, you can ..qualify your target consumers - who then form the basis of your consumer test panel. This is commonly called a "focus group", and although focus groups, like anything else, are only part of the marketing picture they have been remarkably successful when used intelligently. I can see how you might have thought what I was advocating would be foolish if you thought I meant that one should just randomly pick consumers out of a crowd. Again that is good in theory. And in other complicated consumer products When a company devises their consumer panels like this they have only themselves to blame for their own poor results. Such a panel will usually have been assembled to justify a pre-formed conclusion, exactly the behaviour I was warning against. Yes, a blind consumer panel conducted as you outline is useless. That's why you don't conduct consumer panels like that. But if you imagine that all consumer panels must of necessity be this way then you are missing out on an important market-evaluation tool. Again ,Maybe in other business but seldom in confectionery line.... Again, most people don't follow an algorithm when making a purchase decision. IMHO it justifies rather the reasoning that it is not wise to treat marketing as an algorithmic, deterministic process that you can just follow procedurally. People are somewhat unpredictable and thus an attempt to reduce things down to a rigidly determined outcome will inevitably result in the occasional perplexed surprise when things don't go according to plan. That is why its not reliable to risk with such groups....a tried and tested panel will be a worthwhile examiner of the product than relying on so called consumer in critical decision making about a product that is already known. This sums up that if a certain consumer only see a part of the whole picture then how can their decision be taken into account as reliable basis that the product is good or bad? Because it doesn't matter what *you* think. What matters is what the *customer* thinks. Here we go again... that’s is always in mind of the product designer....what the consumer wants. I had re stated in my earlier post in that in the so called experimental design and consumer oriented QFD ( quality function deployment) and optimization. The goals are customer oriented and it had never failed to launch a product that succeeded in the market despite limited consumer tests. Again I mention that confectionery formulation is simpler and not like,drugs sauces, savory items , highly flavored materials where complexity is the norm and it really needs intensive support from a well selected consumer panel....but fortunately is seldom applied in the confections.... .... To the technically trained panel what the customer says may be impossibly vague and meaningless, but the important point is - the trained panel is not the group who is going to be *buying* the product. So what they think in terms of what meaning the customer's description has is totally irrelevant. Again you are restating examples that is not being done in the confectionery development. You are trying to substantiate your futile reasoning by using non related products. To give another example: in the film industry it's common for a film to get great reviews by the critics, who we may assume to have excellent knowledge. But then it bombs at the box-office, often because what the critics saw in the film was too obscure and/or inaccessible to make any sense to the viewing public. Film industry....hey....we are discussing specific foods here...? Why the movies? No analogy can be "perfect", retaining all the properties of the thing analogised, for if it did, it would be that very object. The only way that analogy could be in the right sense is make similar to the issue being discussed. Why discuss films, drug research, computer statistics,, etc... What does it have to do with confectionery?.... Those are extra noises that is complicating the discussion. .... Any time you've got the kind of many-to-many mapping that characterises real taste, your DB will go haywire. \ Then why did it work?.... if from your assumption that it has a complex relationship? If they're not receptive to outside feedback, then I think the developers are running the risk of becoming closed-minded, convinced of their own knowledge. Part of being a first-class developer is being able to listen to and heed external input. Not receptive...? They are not....but they are not trivial people who will waste their time to ask somebody things that they already know. Being absolutely certain you know what someone else wants sets you up for the biggest possible embarrassment when you discover that what you thought they wanted was not what they actually did want. Sometimes you can predict effectively, sometimes not. Better not to assume that you know, but rather to believe that you have some ability to predict. Hah....your’e just apprehensive as you had never been in proximity of a confectionery manufacturer or have never experienced confectionery product development .. You are just assuming things .....that had never happened... Once a consumer panel has been set up with the assumption that you know exactly how they will respond and are merely trying to verify your knowledge, you have committed the error I described above as "Such a panel will usually have been assembled to justify a pre-formed conclusion". Therefore ....its a waste of time to assemble that panel if the essential requirements of the product is already established grin Except that in the specific case of lecithin a customer has some reason to believe the confection *might* be fatal and no hard data to assure him that it won't. It's for that reason that some people in the soy-allergic group are scrupulous about avoiding soy lecithin. That is dubious thought....lecithin to be fatal....when similar lipids exist in the human body? It's not the lecithin in particular that could be fatal, it's the derivation from soy, which for those truly allergic might be a cause for concern, which could be fatal. That’s another assumption....you have to know and understand that in many countries ....its declared that food items that supposed to contain an allergen is declared clearly in the labeling And so far it was effective in warning consumers who are supposed to be hypersensitive. For example ...Even if it does not contain nuts its should be declared that its made in the facility that may use nuts in other products. Or ingredients that are derived or related to nuts( say some legumes?) No, the confectionery manufacturer can't worry about that sort of thing explicitly, because then you are desiging for an extreme exception. However, in order to avoid possible legal entanglements, you may need in today's litigous society to print a disclaimer on your label. Meanwhile if a confectioner did choose to avoid lecithin it might be because he had other objections and thus being able to assuage the concerns of the soy- allergic would merely be a small bonus. Its already part of the labeling code as an example I had related above... Alan I think this discussion is not going anywhere....you keep insisting ad nauseum your premises that were unproven in the confectionery industry and therefore had no merit. I will not spend any more time in this worthless discussion. Happy New Year! |
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