METHOD FOR COLLECTING AND PROCESSING INFORMATION

Abstract: The object of the invention is a method for collecting data from users of terminals connected to a data network, through the said data network utilizing the terminals, by putting one or more questions included in the questions of the inquiry to the users of the terminals. The method of the invention enables one to keep the disturbance level aimed at the user of the terminal as low as possible by defining a maximum number of questions to be answered by a single respondent. For each question, at least one statistical characteristic is computed on the basis of the received answers after one or more answers given to the question. The selection of the questions to be put can be based at least partly on the said statistical characteristics.

Description: ETHOD FOR .COLLECTING AND PROCESSING TMnR ATTOM The object of the invention is a method for collecting data from users of terminals connected to a data network, through the data network utilizing the terminals, for storing the collected data in a database and for processing the data stored in the database with data processing equipment and for presenting the results by putting one or more questions to the users of the terminals. In traditional marketing and opinion surveys, the desired data is collected using telephone inquiries, letters, or by using personal inquiries or interviews. In these, questions prepared in advance are usually used, and the information given by the respon- dents is entered in answer forms. With one inquiry, data can be collected on several matters, which either are or are not dependent on one another. The data to be collected are either qualitative, quantitative or both. To ease the processing of answers, the questions are usually formatted so that the respondent chooses one or more from the given alternatives . The answer form can be a traditional form printed on paper, which is filled out by the respondent or by the interviewer. The interviewer can have at his or her disposal a laptop computer on which the inquiry form is stored completely or partly, and the interviewer enters the data given by the respondent in the memory of the computer. Surveys conducted in these tradi- tional ways are, however, slow, costly, and labour intensive. In traditional questionnaires, conditional questions can also be used, whereby the question or questions to be put next depend on the answer given to this conditional question, or on the chosen answer alternative. When all the answers have been obtained, or when there is a number of answers obtained sufficient enough with regard to the objective of the inquiry, the answers are collated and processed by using vari- ous methods, e.g. by computing various statistical characteristics at them. Based on the results and the analysis of them, conclusions are drawn from the studied subjects. The answers are processed usually at one time or in a few batches. In processing the answers, various statistical methods are used on the basis of which the reliability and meaning of the results and the drawn conclusions can be evaluated. In practice inquiries can be aimed at a whole target group only very seldom. For obtaining data, different methods are used for selecting the group of respondents from the target group in such a way that the selected group of respondents would represent as well as possible the target group, whereby also the obtained answers would reflect the attitude of the target group. While the data collection e.g. by interviewing is expensive, the selection of the sample size is very important. The defining of the sample size has been studied very much e.g. in literature and scientific articles. The statistical reliability of the results computed at the answers and of the conclusions based on these is ascertained only after the whole material has been processed. The inquiries cannot usually be completed afterwards without endangering the reliabil- ity, especially when the questions concern topical matters. Besides the traditional inquiring methods using letters, telephone and interviews, the use of the Internet has in recent years also come along, whereby the respondents give their answers via e-mail or answer the questions shown on the display. By using the Internet, substantial advantages are gained compared to traditional methods, because the data is obtained directly in a form suitable for the processing equipment of the results. One such method, in which the e-mail is util- ized, is disclosed in publication US 5,893,098 and US 5,842,195. These publications describe, among other things, a method for constructing a questionnaire. The publication also discloses the use of branching questions, in other words, the following question or ques- tions are determined based on the answer given by the respondent. There is no mention in the publication of the way of selecting the respondents. In the publications there is no mention either of the fact that different respondents would be sent different questions or different number of questions except based on their answers given to the branching questions. There is no mention in the publication either of the fact that the sample size would be defined in real time and/or individually, for each question specifically, according to certain criteria of reliability. A typical data collection via the Internet comprises the following steps : 1. One visitor is sampled from the visitors of an Internet site, e.g. randomly. 2. The chosen visitor is presented an invitation to participate in an inquiry, e.g. by means of a window appearing on the display in which window the respondent is given the opportunity to accept or reject the invitation. 3. When the visitor accepts the invitation, a questionnaire to be loaded from the server of the author of the study is opened in the browser window. 4. Having given his/her answers, the respondent accepts the submitting of the given answers e.g. by clicking a button in the questionnaire, whereby the information given in the form is stored to the database of the author of the study. The invitation to an inquiry mentioned at step 2 and the questionnaire mentioned at step 3 can also be shown in the same window, which opens up when presenting the invitation. Also in this alternative, the visitor has the possibility to refuse to participate in the inquiry. Instead of a random selection, the questions can be put to all visitors, or every visitor can participate in the inquiry up to his or her own choice. If the visitor can be identified, the same visitor is not usually presented new invitations to participate within a certain time regardless of the answer of the visitor to the invitation to participate. In inquiries to be conducted by the aid of the Internet, the answers are received in real time into the database, which also enables a real-time processing of the answers. Also the reporting of the answers to the customers can take place in real time, even after the arrival of each answer. The experiences from the use of the Internet show that the answering percentages are very high compared to the traditional inquiries done by letters, telephone or interviews. It can be expected, however, that when the number of inquiries conducted via the Internet increases, the willingness to participate or answer will decrease. The users of the Internet may get irritated at invitations appearing on the display and are not willing to give their opinions in spite of different lures such as contests, lotteries, prizes, etc. The answering percentage is significantly influenced by the extent of the questionnaire. The shorter is the questionnaire, the smaller is regarded the disturbance of the inquiry, and the higher is the answering percentage. The answering percentage has been observed to decrease strongly when the questionnaire has more than 15 questions. The object of the invention is to provide a method with which data is collected from the users of the terminals connected to a data network, such as preferably the Internet, via the aforementioned data network using the terminals, in such a way that the disturbance level caused by the data collection to the user of the terminal is as low as possible, and at the same time statistically reliable results are obtained. The method also comprises the storing of the data to the database and the computing of one or more statistical characteristics based on the stored data. Characteristic of the method of the invention is that the method comprises the following steps: - the questions to be included in the inquiry are chosen from a store of questions, to be put to the user of the terminal is chosen, - the chosen number of questions is chosen from the questions included in the inquiry, - the chosen questions are sent to the user of the terminal to be answered, - the answers given by the user of the terminal are received, - the received answers are stored to the data store of answers, - one or more statistical characteristics are computed based on the answers stored in the data store of answers, the computed statistical characteristics are stored in the data store of characteristics. The store of questions consists preferably e.g. of the questions drafted by the authors of the inquiries for earlier inquiries and of the questions drafted for each inquiry specifically. The questions stored in the store of questions, drafted earlier and used in earlier inquiries, can be provided with data on the obtained answers and on the statistical characteristics associated with them. The method according to the invention is suitable to be utilized in all such data and data- communication networks in which a number of terminals are connected to the network, the terminals being in connection through the network to at least one such terminal having means for establishing a connection to at least one terminal connected to a second network, means for storing the questions to be sent to the terminal, means for choosing at least one terminal connected to the network for putting a question to the chosen terminal, means for sending at least one question to at least one terminal connected to the net- work, means for storing the answer given from the terminal and means for processing the given answers. The disturbance and disturbance level are used to mean the fact of how often invitations are presented to a potential participant in the inquiry as well as the fact of how much time, concentration, attention, resources or other such efforts are needed for answering. The sending of invitations can be controlled preferably e.g. by storing the identification data of the respondent in a separate database. In this database it is also possible to store the identification data of those respondents who answer in the negative to the invitation. While sending invitations one can check when an invitation was last sent to the respon- dent and refrain from sending an invitation if a certain period has lapsed since the preceding invitation. Another preferred method is e.g. in connection with the Internet to use so-called "cookies", which assist in identifying the respondent or the terminal used by him or her as being the one that visited the Internet site earlier. Corresponding methods for identifying the terminal and/or its user and/or verifying the pre- vious visit or the moment of the previous connection can also be used in other data networks within the limits of the connection protocols and programs used in them. The statistically reliable results are used to mean the reliability of the statistical characteristics computed based on the obtained answers and evaluated using statistical methods. The data is collected by asking the user of the terminal a number of questions to which s ( ) he answers using his/her terminal. The questions to be put are stored in a question database or in one or several files, and the answers given by the user are stored in an answer database or in one or several files. Both the question and answer databases and/or files can be in connection to the data network. The data stored in the question and answer databases are arranged preferably e.g. in such a way that the question and the answers given to it can be mutually connected. In ad- dition to the question and answer databases, the system may comprise a respondent database or one or several files in which the data identifying the respondent or the terminal used by the respondent is stored. These identifying data can be associated with each on- going inquiry and/or the answers given to it. The respondent database and/or the file can be in connection to the data network. The questions and/or answers can also be stored in the same database and/or separate files. Such separate files can also be temporary files from which the stored data is transferred to databases or files. A preferred embodiment of the method according to the invention comprises of steps: 1. The participant in the inquiry is chosen for the survey by sending an inquiry invitation via the data network to the terminal connected to the data network. The invitation may be presented either to us- ers chosen randomly from all users, or the invitation is presented to all users, or randomly, or to users chosen in some other way that use a certain service provided via the data network. 2. When the user of the terminal answers in the affirmative, the terminal is sent one or more questions from the question database connected to the data network to be answered by the user. 3. The answers given by the user of the ter- minal are sent through the data network to the answer database to be saved thereto after the user has answered one or more questions or all the questions. 4. When the answer is stored in the answer database, there is computed, based on the answers stored in the answer database corresponding to each question put and answered, at least one question- specific reliability measuring characteristic and/or one or more other statistical quantities describing this data set, and/or one common reliability measuring characteristics concerning two or more questions, or some other common statistical quantity. 5. When the reliability measuring characteristic of some question and/or common to several questions reaches the desired level, this question or these questions are not anymore sent to be answered, but the said question or the said questions are removed from the set of questions chosen to be answered in this survey. In inquiries based on the Internet, the re- spondents can be chosen e.g. by sending an invitation to participate in an inquiry to visitors of a certain Internet site. It is not necessary to have the e-mail address of the respondent or any other corresponding identifying data and it is often not even needed. The invitation is sent e.g. by randomly choosing the respondents from the visitors of the site. The invitation may also be presented to all visitors of the site in a window on the page or in a window or field opening up when the site is loaded. In a preferred embodiment of the invention, the terminal and/or the user of the terminal to whom the invitation is sent is identi- fied e.g. by a password or a code given by the user or by the characteristics included in the communications protocol of the data network. By identifying the user and comparing the identifying data of the user to the data in the respondent database, the sending of the invitation to the same inquiry and to the same respondent repeatedly can be avoided or the "disturbing" of the same user too often can be avoided. By identifying the respondent, the respondent can also be allowed to change the data given by him or her earlier, whereby the data given by the respondent earlier can be replaced with the data given later. In a preferred embodiment of the invention, the invitation is also sent to users or terminals chosen in advance. The invitation can also be sent to se- lected users e.g. by using the e-mail. When the user wants to participate in an inquiry, the user receives onto his or her terminal a question or questions by moving over to the Internet site given in the invitation by e-mail, or to another corresponding address in the data network, to which one can establish a connection enabling the participation in the inquiry using his or her terminal. Instead of the e-mail, the invitation can be presented e.g. in the mobile phone network as a short message, or in some other way charac- teristic of the data network used by the terminal. A respondent who answers to the invention in the affirmative is then given a set of questions to be answered. When the inquiry is composed of several questions, in a preferred embodiment of the invention, the respondent is not sent all the questions chosen to be answered in the inquiry in order to keep the disturbance level of the inquiry low, instead the minimum and/or maximum numbers of questions to be put to one respondent at a time are defined in advance. To keep the disturbance level low in selecting the maximum number of questions to be put, the terminal used by the respondent and/or the data network used in carrying out the inquiry can be taken into consideration. In a preferred embodiment of the invention, the minimum and/or maximum numbers of questions to be put are selected for each respondent spe- cifically based on the terminal used by the respondent or the type of the terminal and/or the data network used by the terminal, and/or based on the identification of the communications protocol used in the data network. For different terminals and/or for different data networks used by them and/or for the communications protocol being in use, a minimum and/or maximum number of questions to be put can be defined. In a preferred embodiment of the invention, at least part of the questions sent to be answered are chosen randomly. The presentation order of the questions may also vary for each respondent specifically. Different respondents may also be sent different number of questions. The variation in the presentation order and in the number of questions can be based e.g. on randomness or on answers given by the respondent, or on a question-specific reliability measuring characteristic computed based on answers given earlier or on one or several characteristics computed based on earlier answers. The presentation order and the number of questions to be put can in a preferred embodiment of the invention be defined in advance before conducting the inquiry. The number of questions sent to the respondents can vary during the inquiry e.g. in such a way that in the beginning all questions intended to be answered are sent to the respondents. Based on the question-specific reliability measuring characteristics computed at the obtained answers or other statistical characteristics, the number of questions to be sent is decreased when the number of participants in the inquiry increases. In addition to or instead of the re- liability measuring characteristics and/or other question-specific statistical characteristics, it is possible to use reliability measuring characteristics computed for two or more questions, or some other statistical characteristics for determining the number of questions. The number of questions to be put to the respondents can also be kept constant during all the time of the inquiry e.g. in such a way that the selected number of questions to be answered is chosen randomly or in other ways from the set of questions to be put. The selection can be based on the above- mentioned reliability measuring characteristics or on other statistical characteristics computed at the obtained answers . In a preferred embodiment of the invention, the data is collected in such a way that the users of the terminals are put at least one question of a question set consisting of one or more questions, to which the answers are given by using the terminal. The questions to be put are selected from the set of questions included in the inquiry. Further in a preferred embodiment of the method according to the invention, the answers given by the user of the terminal are stored in the database, preferably e.g. in the answer database in such a way that the given answer can be asso- ciated with the question asked. In a preferred embodiment of the invention, the questions which are to be sent to the user of the terminal are selected in such a way that every question included in the inquiry will be put at least so often that at least one of the characteristics which is computed or can be computed at the answers obtained to it, is statistically at least as reliable at the selected reliability level as the corresponding characteristic which would have been obtained by putting all the questions included in the inquiry to each respondent . In another preferred embodiment of the method according to the invention, at least one question to be put to the user of the terminal is selected from the set of those questions for which at least one characteristic of the computed statistical characteristics deviates from the target value defined to it. Yet in a preferred embodiment of the method according to the invention, the user of the terminal is put to be answered at least that question for which the computed statistical characteristic deviates most from its defined target value. In a preferred embodiment of the method according to the invention, it is possible, when selecting the questions to be put to the user of the terminal, to select to be put all such questions for which at least one common characteristic is computed. Fur- ther, the same user of the terminal is put in a preferred embodiment of the method according to the invention all such questions to be answered to which an answer is desired from the same respondent. In a preferred embodiment of the method ac- cording to the invention, the user gives the answer to the put question by selecting one or more of the given answer alternatives according to the instructions associated with the question. In the method it is also possible to utilize the communications protocol be- tween the data network and the terminal and/or the characteristics included in the programs and/or user interfaces used in conjunction with them preferably e.g. in order to prevent the selection of too many alternatives or other corresponding giving of an answer which can be interpreted faulty or imperfect. The answer to the question can be given e.g. also by input- ting alphanumeric text to the answering field of the question. In a preferred embodiment of the method according to the invention, after every single item of data having been stored in the database, which data is collected with the method according to the invention, for every question there is computed at least one statistical characteristic on the basis of the answers stored in the database after storing the answer given to this question and that the said statistical characteristic or the said statistical characteristics are stored in the database. In a preferred embodiment of the method according to the invention, one or more of the said sta- tistical characteristics are always computed, when a predetermined number of new answers are stored in the database or in the file. According to another preferred embodiment, the said statistical characteristics can be computed also periodically. At least one of the statistical characteristics to be computed is preferably a reliability measuring characteristic describing the answers given to the said question. The reliability measuring characteristic is preferably used to mean e.g. a confidence interval or other reliability measure. For the data set consisting of the answers, which is a sample of a statistical population, e.g. a probability can be computed with which some statistical estimate of the data set, e.g. the mean, is within a certain tolerance of error. The statistical characteristic computed at the answers is compared to a set target characteristic. If the computed characteristic is within the target values, the corresponding question can be removed from the set of questions from which the questions to be put to the respondents are selected. In a preferred embodiment of the invention, the reliability measuring characteristics to be com- puted and the associated probabilities and/or other characterizing features are defined in advance before starting the survey. In another preferred embodiment of the invention, the reliability measuring character- istics and/or the associated definitions can be changed during the survey. It is known as such that each data set stored in the database consisting of the answers given to the questions behaves statistically in a different way, depending on the type of the data, e.g. depending on its distribution and also depending on the distribution of the variable to be studied. Therefore for reaching the same reliability level, the necessary sample sizes are often different for different ques- tions. In the method of the invention, this question-specific variation in the statistically sufficient sample size can be taken into consideration in such a way that each question is put to be answered at least so often that one or more of the statistical characteristics which can be computed on the basis of the answers obtained to that question is statistically as reliable at the chosen reliability level as the corresponding characteristic which would be obtained by putting all the questions of the question set to each respondent. By proceeding in this way it is not necessary to put all the questions to all respondents, whereby the disturbance of the inquiry can be decreased. In addition to the reliability level of the answers given to a single question, statistical characteristics common to answers given to two or more questions can also be computed on the basis of the answer material, e.g. reliability measuring characteris- tics. In a preferred embodiment of the invention, at least one statistical reliability measure common to a data set consisting of two or more answers is computed. For example, a reliability measuring characteristic can be computed for the fact of how many of the visitors of a certain Internet site is aged 25-35 years, married, and earning 30.000-50.000 €/year. When all questions are not put to all respondents, the interdependence of the questions has to be taken into consideration when selecting the questions. This can be taken into consideration in the method of the invention in the procedure of selecting the questions and/or by attaching to the question database or files the piece of information relating to the interdependence of the questions. In a corresponding way one can also proceed with such questions to which an answer is desired to be obtained from the same respondent. The question database or file can be created in a preferred embodiment of the invention to comprise in addition to single questions also one or more question sets, which are treated in selecting questions like single questions. When the selection of the questions is aimed at a question that belongs to such a question set, the whole question set is selected to be asked. If advance information on the distribution of the variable to be measured exists, it can be taken into account in computing the reliability measuring characteristics or other statistical characteristics. Such advance information can be available e.g. when carrying out repeating studies especially when the composition of the respondent group is known to stay unchangeable or change slowly. Such is the case also when the inquiry is aimed e.g. at registered users of a certain service and the users have in registering given certain basic data of themselves. The users of such services can often be identified e.g. based on a password, which is given in connection with the registering and which is a condition for using the service, or based on some other identifier, e.g. an e-mail ad- dress. On the basis of a password a distinction can often be made between the different users using the same terminal . It is characteristic of the method of the in- vention that separately for each question to be put, a sample size is defined with which the desired reliability measuring characteristic or other statistical characteristic is attained. In another preferred embodiment of the invention, the required sample size for the desired reliability level is defined as a real-time process during the inquiry. The sample size can also be defined as a "nearly real-time" process, which means that the sample size is defined several times during the inquiry e.g. periodically or when a determined number of answers are obtained. In defining the sample size also the requirement of the reliability level required by two or more questions in common can be taken into account . In the following, a preferred embodiment of the invention is examined in more detail by way of example. The example describes the conducting of an inquiry by using the Internet, but the corresponding inquiry can also be conducted by using other data networks and terminals connected to them. For conducting the inquiry a set of questions are composed and they are stored in the question database. For every question, two or more answer alternatives are defined. In some of the questions the alternatives exclude each other, in other questions the re- spondent can choose one or more of the alternatives. Still questions can be put in which the respondent inputs to a text field one or more e.g. alphanumeric characters. The composing of such forms for use e.g. on the Internet sites is known in itself. The question database is associated with the answer database in which the answers given by the respondents are stored for each question specifically. In a preferred embodiment of the invention, the answers can also be associated with data making possible the identifying of the respondent or the terminal used by the respondent. The data associated with the iden- tification of the respondents and/or the terminals used by them can also be stored in a separate respondent database. The inquiry to be conducted can be connected e.g. to a certain Internet page or site. A visitor coming to this page is presented an invitation to participate in an inquiry by opening a separate window in the browser of the visitor. The invitation can also be presented on a bar on the page, in advertising or other banner on the page or being opened on the page or in a banner which can be opened, or as a hyperlink on the page. The invitation can be presented to all visitors or it is presented by choosing the visitor e.g. randomly or in another way from the visitors. The presentation of the invitation can also depend on the data in the respondent database concerning the visitor or on the content of the "cookies" stored in the terminal of the visitor in such a way that the invitation is not sent to those terminals and/or users to whom the corresponding invitation has been presented e.g. later than a certain predetermined moment of time. In this way the "disturbing" of the users can be decreased. In a preferred embodiment of the present invention, the identification data of the respondent can be associated with the answers given by the respondent in earlier inquiries in such a way that the same respondent is not put the same questions which have been put to him in earlier inquiries, especially if it can be assumed that the answers would be the same as the answers given earlier by him. Such is e.g. the gender of the respondent . If the user wants to participate in the inquiry, a questionnaire is loaded to the browser of the user from the server of the author of the inquiry. In the questionnaire to be loaded, the questions are se- lected preferably e.g. for each respondent specifically from all questions included in the inquiry. The number and/or the presentation order can be preferably varied e.g. for each respondent specifically randomly and/or by taking into consideration the answers re- ceived from previous respondents and/or the value or values of the statistical characteristics computed on the basis of those answers. In the initial phase of the inquiry all the questions included in the inquiry can be put to the respondents to be answered, espe- cially if the total number of questions is so small that putting all questions cannot be considered to be too great with regard to the disturbance level. The total number of questions can be announced to the respondent in connection with the invitation, whereby the respondent himself/herself can assess the disturbance caused to him/her by answering. In a preferred embodiment of the invention, the respondent can be allowed to choose if (s)he wants to answer all questions or only a limited number of questions. In this pre- ferred embodiment, the user of the terminal chooses the number of questions either from the given number of alternatives or by giving the number of questions (s)he desires. The questions can be put one at a time or all the questions come in view or can be obtained for viewing at one time. If among the put questions are questions between which there is a interdependence e.g. in such a way that the next question to be put depends on the given answer, it is advantageous to put the questions only one at a time, or put at the same time to be seen and to be answered those questions in which the said interdependence is not included. The given answers can be sent from the terminal of the respondent to the author of the inquiry either one answer at a time or when the respondent has given his answers to all of the questions put to him. The answers are stored in the answer database and with the computing device associated with the answer database the defined statistical characteristics are computed for the stored answer or answers, e.g. the mean and the associated reliability measuring characteristic or characteristics. The computation of these characteristics can be performed e.g. always when a new answer is stored in the answer database or the computation is performed until a predetermined number of new answers have been stored. A part of the characteristics or all of the characteristics can be computed always after a received answer and a part or all of the characteristics not until a certain number of answers are received or at certain intervals in time or depending on the value of another characteris- tic to be computed or as a combination of one or more of the aforementioned criteria. The computed statistical characteristics are stored in the database in such a way that they can be combined to the questions stored in the database. Stored in the database are also preferably e.g. the target values for the reliability measuring characteristics, whereby the computed reliability measuring characteristics can be compared to the target values with means suitably associated with the databases. When a computed reliability measuring characteristic reaches the target value, the question corresponding to it can be removed from the set of questions from which the questions are selected. When the question is associated with a reliability measuring characteristic which is common to another or to other questions, the question or the questions cannot be removed until all the reliability measuring characteristics have reached their target values . When the reliability measuring characteristics are computed continuously for each question spe- cifically, the questions to be put can be selected from the set of all questions in such a way that the total time needed for conducting the inquiry and/or the number of respondents needed can be obtained to be the least possible. When using randomness in the se- lection of the questions, the questions can also be weighted on the basis of the reliability measuring characteristics in such a way that the questions deviating most from the target value will appear more often. These weightings can be changed continuously bas- ing on the received answers and on the statistical characteristics computed at these. In the disclosed way, statistically reliable results can be obtained, although all of the questions are not put to all respondents. When only a limited number of questions are put to the respondents, the disturbance level aimed at the user can be considered low. The method of the invention can be used, in addition to the data collection based on the use of the Internet disclosed in the example, also in data collection to be performed in other data and data communication networks. Such networks include e.g. the internal networks of companies or networks between companies or e.g. the mobile phone network, in which invitations can be presented and inquiries conducted preferably e.g. by using so-called short messages. Examples of terminals include e.g. computers or terminals in connection to a wired or wireless network, mobile phones or other personal terminals or other de- vices which are able to transmit and receive data in that network to which they are connected. The method of the invention is applicable also in such cases in which the data collection is performed at least partially by using the same questions in utilizing simultaneously more than one data network. The data collection performed with the inquiry can be aimed e.g. at the same time both at the visitors of Internet pages and at the users of a mobile phone network. The received answers can be processed separately or the answers received through dif- ferent data networks can be combined to the same file or database. Correspondingly, the computation of the aforementioned statistical characteristics can be performed separately for answers that have come from different data networks or for a combined set of answers . The invention is described in the following more detailed with reference to, the drawings, in which FIG. 1 shows the equipment for carrying out the method according to the invention, FIG. 2 schematically shows a preferred em- bodiment of the method according to the invention as a flow diagram, and FIG. 3 shows a diagram illustrating the selection of the questions to be put for answering. FIG. 1 schematically shows the system and equipment for carrying out the method according to the invention. In FIG. 1, the reference number 1 stands for a data or data-communication network from the users of the terminals connected thereto data is collected, and the reference number 2 stands for the ter- minals connected thereto. The reference number 3 stands for the equipment connected to network 1 that is intended for conducting inquiries. The equipment 3 preferably comprises means for establishing a connection to the data network 1 and to the terminals 2 con- nected thereto, means for receiving data from the terminals 2 through the data network 1, means for storing the received data in means included in the equipment 3 or associated with it, preferably e.g. files and/or databases, and means for processing the data received from the terminals and/or data stored in means associated with the equipment. In a question database 4, which is associated with the equipment 3, are stored questions which are intended to be asked in the inquiry. With the reference number 5 is referenced an answer data store comprising the answers which are sent from the terminals 2 and received with the equip- ment 3. With the reference number 6 is referenced a data store composed of identification data of the respondents. On the basis of the answers stored in the data store of received answers 4, statistical characteristics associated with the put questions are com- puted with means of the equipment 3 or associated with it, which characteristics are stored in a data store of characteristics 7. In a preferred embodiment, there are stored in the data store 7 target values for the statistical characteristics such as e.g. data describ- ing the statistical reliability of the characteristics, which characteristics are computed on the basis of the answers. The data stores 4, 5, 6, and 7 comprise preferably one or more files and/or databases, in which the data is arranged in such a way that the data stored in these data stores can be processed, combined and edited with the means of the equipment 3. The equipment 3 comprises preferably also means for inputting data to the data stores 4, .5, 6, and 7 and/or for editing the data stored in the data stores 4, 5, 6, and 7. With these means it is possible to e.g. save questions intended to be put to the data store 5, the target values of the characteristics to the data store 7, and the identification data of the respondents to the data store 6. The equipment 3 is provided preferably also with means for selecting from the data store of questions 5 the questions to be sent to the terminals. FIG. 2 schematically shows an embodiment of an inquiry according to a preferred embodiment of the invention as a flow diagram. With reference number 10 is shown the arrival of a visitor at such a WWW page from the visitors of which data and/or opinions are desired to be collected preferably e.g. on the products, services, or companies presented on the said page or on other matters. In block 11 the visitor is identified e.g. based on the identification of the terminal used by the visitor. The purpose of the identification is e.g. to avoid putting the same questions to the same visitor several times or to avoid presenting inquiries to the same visitor too often. Based on the identification of the visitor, a decision is made on sending the inquiry to the visitor. The diagram does not show the possibility offered to the visitor of refraining from participation in the inquiry, which is provided by the embodiment according to the example. The answer of the visitor regarding the willing- ness to participate or not to participate in the inquiry is stored in the data store included in the equipment for carrying out the inquiry which data store contains the data on the respondents. If in block 12 the decision is made that the inquiry is not sent e.g. either because the visitor does not want to answer or because the visitor has already participated in the inquiry being conducted or that the previous suggestion for participation has taken place recently with regard to the disturbance, then in block 20 the next visitor is being waited for. If it is decided that the inquiry will be sent to the visitor, then in block 13 the questions to be put to the visitor are selected from the set of questions of the inquiry. The selection of the questions is performed in a preferred embodiment of the invention in two phases, whereby preferably the number of questions to be put is selected first. The number of questions to be put is se- lected e.g. within the minimum and maximum numbers defined in advance. The said minimum and maximum numbers can in a preferred embodiment of the invention be changed during the inquiry. The selection of the num- ber of questions can also be based on the data network and/or the terminals used in the inquiry. The selected number of questions is then selected from a set of questions to be put. In a preferred embodiment of the invention, the questions put to the visitor are chosen randomly from a set of all questions. According to another preferred embodiment, the questions to be put are selected from a set of those questions the associated statistical reliability measuring characteristics of which deviate from the set target values. In block 14, the answers are received from the visitor in accordance with the data network or networks and/or the terminals used in the inquiry and in accordance with the communications protocols. The received answers are stored in block 15 in the data store of answers of the inquiry equipment or associated with it. Based on the received answers, the statistical characteristics of the question and/or common to two or more questions are computed in block 16. The characteristics are computed in a preferred embodiment of the invention after every received answer. The characteristics are not computed according to a preferred embodiment until a certain number of answers are received. The computation of the characteristics can be dependent on time according to a preferred embodiment. The computed characteristics are stored in block 17 in the data store of characteristics of the inquiring equipment or associated with it preferably in such a way that the characteristics computed for each question specifi- cally can be combined with the said question for defining the statistical reliability of the received answers. In block 18, the question-specific characteris- tics computed on the basis of the received answers are compared to the set target values of the said characteristics. In a preferred embodiment of the invention, the selection of the questions to be put to the visi- tor is changed in block 19, when the target value for the question is reached. The target values for the characteristics are set preferably in advance before starting the inquiry. In a preferred embodiment of the invention, in changing the selection 19, the questions for which the computed characteristics have reached the target value set to them are removed from the set of questions to be put, or the selection of those questions to be put is prevented in block 13. FIG. 3 schematically shows by way of example processes associated with the selection of the ques- ' tions to be put to the user of the terminal, the respondent, in a preferred embodiment of the method according to the invention. Block 100 discloses the composing of new questions by a composer or performer of the inquiry and/or editing of the questions in a question store 300. The question store is preferably e.g. one or more files and/or a database which can be processed by means intended for the composing of questions, preferably e.g. by the aid of a computer. The composer chooses in block 110 the questions included in the inquiry from the questions stored in the question store. These chosen questions are preferably stored in their own file and/or a database 400, which is in connection to the means for composing the ques- tions and to means for sending these to the user of the terminal. In block 120, the number of questions to be put is selected according to the principles and methods described earlier in the description. The number of questions to be put can be selected to be con- stant between the minimum and maximum numbers, randomly varying or on some other basis e.g. taking into consideration the network and/or the terminals con- nected thereto. In a preferred embodiment of the method according to the invention, the number of questions is selected for every respondent 800 separately. Block 130 shows the selection of the questions to be put to the respondent 800 from the questions chosen to the inquiry 400. The questions to be put are chosen according to the selection criteria in block 180. The questions to be put are preferably stored e.g. in one and/or more files or databases 500. The questions to be put to the respondent are sent 140 to the respondent 800, who gives his answers with his/her terminal . The obtained answers are received and stored 150 in the means for conducting the inquiry. The received and stored answers form preferably one or more files and/or a database 600. With the means for conducting the inquiry or with means associated with them one or more characteristics are computed 170 on the basis of the received answers according to the earlier disclosure. The computation is controlled by the com- puting criteria 160 which define preferably e.g. what characteristics are computed, how each of the characteristics to be computed is computed and how often each of the characteristics to be computed is computed. The computed characteristics are stored in a data store of characteristics 700, which preferably comprises one or more files and/or databases. The characteristics computed and stored in the data store 700 can in a preferred embodiment of the method according to the invention be used when preparing the criteria for the selection 180, as it is earlier disclosed in the description. This is described with a connection 220 between the data store 700 and the block 180. Correspondingly, the data store of the computed characteristics is in connection 200 to the store of questions 300 and to the data store of the selected questions 400, which is described with a connection 210. In the data store of characteristics 400 there are stored in a preferred embodiment of the invention at least part of the computed characteristics from the earlier inquiries conducted. The characteristics stored in the data store 700 can be associated with the questions.

Claims: CLAIMS 1. A method for collecting data from users of terminals connected to a data network, through the data network utilizing the terminals, for storing the collected data in a database and for processing the data stored in the database and for presenting the results by putting one or more questions to the users of the terminals, whereby the method comprises the steps: - the questions to be included in the inquiry are chosen from a store of questions, - the number of questions to be put to the user of the terminal is chosen, - the. chosen number of questions is chosen from the questions included in the inquiry, - the chosen questions are sent to the user of the terminal to be answered, - the answers given by the user of the terminal are received, the received answers are stored in the data store of answers, one or more statistical characteristics are computed based on the answers stored in the data store of answers, the computed statistical characteristics are stored in the data store of characteristics. 2. The method according to claim 1, whereby the number of questions put to the user of the terminal is at least a minimum number defined in advance and at the most a maximum number defined in advance. 3. The method according to claim 2, whereby the number of questions put to the user of the terminal is chosen randomly. 4. The method according to claim 3 , whereby all the users of the terminals are put the same number of questions. 5. The method according to claim 1, whereby the user of the terminal is put that number of questions which (s)he has selected. 6. The method according to claim 1, whereby the number of questions that is put to the user of the terminal is at the most a number defined on the basis of the identification of the terminal and/or the data network used by it . 7. The method according to claim 1, whereby the questions which are to be sent to the user of the terminal are selected in such a way that every question included in the inquiry will be put at least so often that at least one of the characteristics, which is computed or can be computed at the answers received to it, is statistically at least as reliable at the selected reliability level as the corresponding characteristic which would have been obtained by putting all the questions included in the inquiry to each respondent . 8. The method according to claim 1, whereby at least one of the questions to be put to the user of the terminal is selected from a set of questions for which at least one characteristic of the computed statistical characteristics deviates from the target value defined to it. 9. The method according to claim 8, whereby at least that question for which the computed statistical characteristic deviates most from its defined target value is put to the user of the terminal to be answered. 10. The method according to claim 1, whereby at least one of the said characteristics to be computed is a statistical reliability measuring characteristic for the said question. 11. The method according to claim 1, whereby at least one of the said characteristics to be com- puted is a common reliability measuring characteristic for this question and for at least another question. 12. The method according to claim 1, whereby at least one of the statistical characteristics to be computed is computed after storing every received answer and is stored in the data store of characteristics . 13. The method according to claim 1, whereby at least one of the statistical characteristics to be computed is computed when a predetermined number of questions have been received. 14. The method according to claim 1, whereby at least one of the statistical characteristics to be computed is computed after a predefined time after computation of some selected characteristic.

Inventors: PEKKANEN ANTTI, PEKKANEN, ANTTI
Applicants: INTERQUEST OY, PEKKANEN ANTTI, PEKKANEN, ANTTI
Application year: 2001
Main classification: G06F17
IPC codes: G06Q30