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Survey methodology

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subcultures can interpret certain words and phrases differently from one another. There are two different types of questions that survey researchers use when writing a questionnaire: free response questions and closed questions. Free response questions are open-ended, whereas closed questions are usually multiple choice. Free response questions are beneficial because they allow the responder greater flexibility, but they are also very difficult to record and score, requiring extensive coding. Contrastingly, closed questions can be scored and coded more easily, but they diminish expressivity and spontaneity of the responder. In general, the vocabulary of the questions should be very simple and direct, and most should be less than twenty words. Each question should be edited for "readability" and should avoid leading or loaded questions. Finally, if multiple items are being used to measure one construct, the wording of some of the items should be worded in the opposite direction to evade response bias.
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conducting the same questionnaire to a large sample at two different times. For the questionnaire to be considered reliable, people in the sample do not have to score identically on each test, but rather their position in the score distribution should be similar for both the test and the retest. Self-report measures will generally be more reliable when they have many items measuring a construct. Furthermore, measurements will be more reliable when the factor being measured has greater variability among the individuals in the sample that are being tested. Finally, there will be greater reliability when instructions for the completion of the questionnaire are clear and when there are limited distractions in the testing environment. Contrastingly, a questionnaire is valid if what it measures is what it had originally planned to measure. Construct validity of a measure is the degree to which it measures the theoretical construct that it was originally supposed to measure.
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These interviewer effects are particularly operant when questions are related to the interviewer trait. Hence, race of interviewer has been shown to affect responses to measures regarding racial attitudes, interviewer sex responses to questions involving gender issues, and interviewer BMI answers to eating and dieting-related questions. While interviewer effects have been investigated mainly for face-to-face surveys, they have also been shown to exist for interview modes with no visual contact, such as telephone surveys and in video-enhanced web surveys. The explanation typically provided for interviewer effects is
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collection to be confidential or anonymous, which creates additional difficulty in linking participants' responses over time. One potential solution is the use of a self-generated identification code (SGIC). These codes usually are created from elements like 'month of birth' and 'first letter of the mother's middle name.' Some recent anonymous SGIC approaches have also attempted to minimize use of personalized data even further, instead using questions like 'name of your first pet. Depending on the approach used, the ability to match some portion of the sample can be lost.
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connection with survey cost. Cost constraints are sometimes framed as improving quality within cost constraints, or alternatively, reducing costs for a fixed level of quality. Survey methodology is both a scientific field and a profession, meaning that some professionals in the field focus on survey errors empirically and others design surveys to reduce them. For survey designers, the task involves making a large set of decisions about thousands of individual features of a survey in order to improve it.
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preferences and attitudes of individuals, and many employ self-report scales to measure people's opinions and judgements about different items presented on a scale. Self-report scales are also used to examine the disparities among people on scale items. These self-report scales, which are usually presented in questionnaire form, are one of the most used instruments in psychology, and thus it is important that the measures be constructed carefully, while also being reliable and valid.
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the causes of change over time necessarily. For successive independent samples designs to be effective, the samples must be drawn from the same population, and must be equally representative of it. If the samples are not comparable, the changes between samples may be due to demographic characteristics rather than time. In addition, the questions must be asked in the same way so that responses can be compared directly.
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Short introduction. The interviewer should always start with a short introduction about him or herself. She/he should give her name, the institute she is working for, the length of the interview and goal of the interview. Also it can be useful to make clear that you are not selling anything: this has
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Longitudinal studies take measure of the same random sample at multiple time points. Unlike with a successive independent samples design, this design measures the differences in individual participants' responses over time. This means that a researcher can potentially assess the reasons for response
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is almost always based on a sample of the population, the success of the research is dependent on the representativeness of the sample with respect to a target population of interest to the researcher. That target population can range from the general population of a given country to specific groups
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Brevity is also often cited as increasing response rate. A 1996 literature review found mixed evidence to support this claim for both written and verbal surveys, concluding that other factors may often be more important. A 2010 study looking at 100,000 online surveys found response rate dropped by
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Six steps can be employed to construct a questionnaire that will produce reliable and valid results. First, one must decide what kind of information should be collected. Second, one must decide how to conduct the questionnaire. Thirdly, one must construct a first draft of the questionnaire. Fourth,
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However, longitudinal studies are both expensive and difficult to do. It is harder to find a sample that will commit to a months- or years-long study than a 15-minute interview, and participants frequently leave the study before the final assessment. In addition, such studies sometimes require data
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A successive independent samples design draws multiple random samples from a population at one or more times. This design can study changes within a population, but not changes within individuals because the same individuals are not surveyed more than once. Such studies cannot, therefore, identify
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provides a theoretical framework for questionnaire translation and complements TRAPD. This approach states that for the questionnaire translation to achieve the equivalent communicative effect as the source language, the translation must be linguistically appropriate while incorporating the social
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Survey researchers should carefully construct the order of questions in a questionnaire. For questionnaires that are self-administered, the most interesting questions should be at the beginning of the questionnaire to catch the respondent's attention, while demographic questions should be near the
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In addition, the overall attrition of participants is not random, so samples can become less representative with successive assessments. To account for this, a researcher can compare the respondents who left the survey to those that did not, to see if they are statistically different populations.
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The sample is chosen from the sampling frame, which consists of a list of all members of the population of interest. The goal of a survey is not to describe the sample, but the larger population. This generalizing ability is dependent on the representativeness of the sample, as stated above. Each
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Survey methodologists have devoted much effort to determining the extent to which interviewee responses are affected by physical characteristics of the interviewer. Main interviewer traits that have been demonstrated to influence survey responses are race, gender, and relative body weight (BMI).
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Questionnaires are the most commonly used tool in survey research. However, the results of a particular survey are worthless if the questionnaire is written inadequately. Questionnaires should produce valid and reliable demographic variable measures and should yield valid and reliable individual
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that uses survey methodology to answer questions about a population. Although censuses do not include a "sample", they do include other aspects of survey methodology, like questionnaires, interviewers, and non-response follow-up techniques. Surveys provide important information for all kinds of
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The way that a question is phrased can have a large impact on how a research participant will answer the question. Thus, survey researchers must be conscious of their wording when writing survey questions. It is important for researchers to keep in mind that different individuals, cultures, and
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Some researchers have also discussed the recipient's role or profession as a potential factor affecting how nonresponse is managed. For example, faxes are not commonly used to distribute surveys, but in a recent study were sometimes preferred by pharmacists, since they frequently receive faxed
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Reliable measures of self-report are defined by their consistency. Thus, a reliable self-report measure produces consistent results every time it is executed. A test's reliability can be measured a few ways. First, one can calculate a test-retest reliability. A test-retest reliability entails
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Survey methodology as a scientific field seeks to identify principles about the sample design, data collection instruments, statistical adjustment of data, and data processing, and final data analysis that can create systematic and random survey errors. Survey errors are sometimes analyzed in
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A single survey is made of at least a sample (or full population in the case of a census), a method of data collection (e.g., a questionnaire) and individual questions or items that become data that can be analyzed statistically. A single survey may focus on different types of topics such as
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Advance letter. A short letter is sent in advance to inform the sampled respondents about the upcoming survey. The style of the letter should be personalized but not overdone. First, it announces that a phone call will be made, or an interviewer wants to make an appointment to do the survey
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A variable category that is often measured in survey research are demographic variables, which are used to depict the characteristics of the people surveyed in the sample. Demographic variables include such measures as ethnicity, socioeconomic status, race, and age. Surveys often assess the
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In cross-sectional studies, a sample (or samples) is drawn from the relevant population and studied once. A cross-sectional study describes characteristics of that population at one time, but cannot give any insight as to the causes of population characteristics because it is a predictive,
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Prince, S. a, Adamo, K. B., Hamel, M., Hardt, J., Connor Gorber, S., & Tremblay, M. (2008). A comparison of direct versus self-report measures for assessing physical activity in adults: a systematic review. International Journal of Behavioral Nutrition and Physical Activity, 5(1), 56.
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Survey translation best practice includes parallel translation, team discussions, and pretesting with real-life people. It is not a mechanical word placement process. The model TRAPD - Translation, Review, Adjudication, Pretest, and Documentation - originally developed for the
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end. Contrastingly, if a survey is being administered over the telephone or in person, demographic questions should be administered at the beginning of the interview to boost the respondent's confidence. Another reason to be mindful of question order may cause a
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into one or more target languages, such as translating from English into Spanish and German. A team approach is recommended in the translation process to include translators, subject-matter experts and persons helpful to the process.
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about 3% at 10 questions and about 6% at 20 questions, with drop-off slowing (for example, only 10% reduction at 40 questions). Other studies showed that quality of response degraded toward the end of long surveys.
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changes by assessing the differences in respondents' experiences. Longitudinal studies are the easiest way to assess the effect of a naturally occurring event, such as divorce that cannot be tested experimentally.
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can complement survey methodology to allow researchers and practitioners to improve the production of survey statistics and its quality. Big data has low cost per data point, applies analysis techniques via
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is often used. This is when the population is divided into sub-populations called strata, and random samples are drawn from each of the strata, or elements are drawn for the sample on a proportional basis.
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preferences (e.g., for a presidential candidate), opinions (e.g., should abortion be legal?), behavior (smoking and alcohol use), or factual information (e.g., income), depending on its purpose. Since
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There are several different designs, or overall structures, that can be used in survey research. The three general types are cross-sectional, successive independent samples, and longitudinal studies.
460:: survey participants may attempt to project a positive self-image in an effort to conform to the norms they attribute to the interviewer asking questions. Interviewer effects are one example 70:
and methods for improving the number and accuracy of responses to surveys. Survey methodology targets instruments or procedures that ask one or more questions that may or may not be answered.
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face-to-face. Second, the research topic will be described. Last, it allows both an expression of the surveyor's appreciation of cooperation and an opening to ask questions on the survey.
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Training. The interviewers are thoroughly trained in how to ask respondents questions, how to work with computers and making schedules for callbacks to respondents who were not reached.
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Anderson, B.A.; Silver, B.D.; Abramson, P.R. (1988). "The effects of the race of the interviewer on race-related attitudes of black respondents in SRC/CPS national election studies".
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Agley, Jon; Tidd, David; Jun, Mikyoung; Eldridge, Lori; Xiao, Yunyu; Sussman, Steve; Jayawardene, Wasantha; Agley, Daniel; Gassman, Ruth; Dickinson, Stephanie L. (February 2021).
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the questionnaire should be revised. Next, the questionnaire should be pretested. Finally, the questionnaire should be edited and the procedures for its use should be specified.
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survey methodology is the study of survey methods. It is the study of sources of error in surveys and how to make the numbers produced by the surveys as accurate as possible.
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member of the population is termed an element. There are frequent difficulties one encounters while choosing a representative sample. One common error that results is
4830: 2347: 512: 148:, and depending on the questions asked their answers may represent themselves as individuals, their households, employers, or other organization they represent. 1123: 1434: 1043: 1575:"Interviewer BMI effects on under- and over-reporting of restrained eating. Evidence from a national Dutch face-to-face survey and a postal follow-up" 410:, is now "widely used in the global survey research community, although not always labeled as such or implemented in its complete form". For example, 2408: 2367: 1213: 243:
that change how respondents answer, and different methods have different advantages. The most common modes of administration can be summarized as:
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Respondent-friendly survey questionnaire. The questions asked must be clear, non-offensive and easy to respond to for the subjects under study.
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of people within that country, to a membership list of a professional organization, or list of students enrolled in a school system (see also
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A respondent's answer to an open-ended question can be coded into a response scale afterwards, or analysed using more qualitative methods.
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There are several ways of administering a survey. The choice between administration modes is influenced by several factors, including
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Singh, S. (2003). Advanced Sampling Theory with Applications: How Michael Selected Amy. Kluwer Academic Publishers, The Netherlands.
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Hill, M.E (2002). "Race of the interviewer and perception of skin color: Evidence from the multi-city study of urban inequality".
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Hill, Craig A.; Biemer, Paul P.; Buskirk, Trent D.; Japec, Lilli; Kirchner, Antje; Kolenikov, Stas; Lyberg, Lars, eds. (2021).
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Agley, Jon; Meyerson, Beth; Eldridge, Lori; Smith, Carriann; Arora, Prachi; Richardson, Chanel; Miller, Tara (February 2019).
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Eisinga, R.; Te Grotenhuis, M.; Larsen, J.K.; Pelzer, B.; Van Strien, T. (2011). "BMI of interviewer effects".
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Calatrava, Maria; de Irala, Jokin; Osorio, Alfonso; BenĂ­tez, Edgar; Lopez-del Burgo, Cristina (2021-08-12).
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The most important methodological challenges of a survey methodologist include making decisions on how to:
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edited by Joseph Soeters, Patricia Shields and Sebastiaan Rietjens.pp. 179–193. New York: Routledge.
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The following ways have been recommended for reducing nonresponse in telephone and face-to-face surveys:
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Contact sampled individuals and collect data from those who are hard to reach (or reluctant to respond)
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Survey Methods in Community Medicine: Epidemiological Research, Programme Evaluation, Clinical Trials
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about the population being studied; such inferences depend strongly on the survey questions used.
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Translation is crucial to collecting comparable survey data. Questionnaires are translated from a
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Groves, R.M.; Fowler, F. J.; Couper, M.P.; Lepkowski, J.M.; Singer, E.; Tourangeau, R. (2009).
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prescriptions at work but may not always have access to a generally-addressed piece of mail.
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in which one question may affect how people respond to subsequent questions as a result of
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Respondents may also try to be self-consistent in spite of changes to survey answers.
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Task Force Report, American Association of Public Opinion Research (AAPOR)
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Journal of the Royal Statistical Society Series A: Statistics in Society
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Since 2018, survey methodologists have started to examine how
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Select the mode for posing questions and collecting responses.
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Complement survey data with new data sources (if appropriate)
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Routledge Handbook of Research Methods in Military Studies
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Household, Income and Labour Dynamics in Australia Survey
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Adjust survey estimates to correct for identified errors.
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been shown to lead to a slightly higher responding rate.
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Train and supervise interviewers (if they are involved).
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Check data files for accuracy and internal consistency.
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Improving Survey Methods: Lessons from Recent Research
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practices and cultural norms of the target language.
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Autoregressive conditional heteroskedasticity (ARCH)
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European Society for Opinion and Marketing Research
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Mail and telephone surveys: The total design method
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Mail and telephone surveys: The total design method
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The persons replying to a survey are called 2363:List of household surveys in the United States 1688:"Special issue: Big data meets survey science" 1357:Research in Social and Administrative Pharmacy 679: 392: 333:disparities that self-report scales generate. 4824: 2498: 2429:World Association for Public Opinion Research 1936: 1896:What is Program Evaluation? A Beginners Guide 1042:Sha, Mandy; Immerwahr, Stephen (2018-02-19). 656: 654: 159:Identify and select potential sample members. 2378:Suffolk University Political Research Center 1846:Ornstein, M.D. (1998). "Survey Research." 1754:Abramson, J. J. and Abramson, Z. H. (1999). 1545: 1202:International Handbook of Survey Methodology 1080:World Association of Public Opinion Research 1076:"Special issue on questionnaire translation" 1041: 354: 232:respondents' willingness to participate and 208: 4831: 4817: 2543: 2505: 2491: 1950: 1943: 1929: 1171:The Sociolinguistics of Survey Translation 651: 336: 277: 3156: 1663: 1598: 1503: 1059: 978: 951:Educational and Psychological Measurement 921: 894:Educational and Psychological Measurement 864: 837:Educational and Psychological Measurement 1012: 617:; Couper, Mick P.; Lepkowski, James M.; 494:Journal of the Royal Statistical Society 418: 316: 262:Personal mall or street intercept survey 2388:Quinnipiac University Polling Institute 1304: 1099: 467: 295: 14: 4881: 4469:Kaplan–Meier estimator (product limit) 2373:New Zealand Attitudes and Values Study 2320:Comparative Study of Electoral Systems 1579:International Journal of Public Health 1433:Flores-Macias, F.; Lawson, C. (2008). 1168: 450: 287:Successive independent samples studies 4812: 4542: 4109: 3856: 3155: 2925: 2542: 2486: 1924: 1856:http://doi.org/10.1186/1479-5868-5-56 1268: 665:. New Jersey: John Wiley & Sons. 375: 4779: 4479:Accelerated failure time (AFT) model 1397: 1226: 1194: 1008: 1006: 184: 4791: 4074:Analysis of variance (ANOVA, anova) 2926: 2419:International Statistical Institute 1100:Behr, Dorothee; Sha, Mandy (2018). 269: 24: 4169:Cochran–Mantel–Haenszel statistics 2795:Pearson product-moment correlation 2310:American National Election Studies 2300:List of comparative social surveys 1748: 226:coverage of the target population, 25: 4920: 1902: 1648:""Big Data Meets Survey Science"" 1003: 312: 54:, survey methodology studies the 4790: 4778: 4766: 4753: 4752: 4543: 1908: 1864:. McGraw–Hill Higher Education. 1169:Pan, Yuling; Sha, Mandy (2019). 1152:"Quality in Comparative Surveys" 1124:"Quality in Comparative Surveys" 525: 229:flexibility of asking questions, 93:surveys, government surveys and 4428:Least-squares spectral analysis 1720: 1702: 1680: 1639: 1615: 1566: 1539: 1512: 1475: 1426: 1391: 1344: 1323: 1298: 1262: 1246: 1162: 1144: 1116: 1093: 1068: 813:(2008). Chapter 9: Surveys. In 572:Quantitative marketing research 3409:Mean-unbiased minimum-variance 2512: 1812:Survey Errors and Survey Costs 1698:(Supplement_2). December 2022. 1652:Social Science Computer Review 1333:. Research Live. April 7, 2010 1106:Translation & Interpreting 1035: 938: 881: 824: 779:(9th ed.). New York, NY: 775:Research methods in psychology 603: 551:Enterprise feedback management 505:Big Data Meets Social Sciences 488:Social Science Computer Review 13: 1: 4722:Geographic information system 3938:Simultaneous equations models 1369:10.1016/j.sapharm.2018.10.028 1305:Chudoba, Brent (2010-12-10). 1015:Cross-cultural survey methods 597: 546:Data Documentation Initiative 106:and research fields, such as 62:and associated techniques of 3905:Coefficient of determination 3516:Uniformly most powerful test 1843:, Student Edition), May 2001 1400:American Sociological Review 165:Evaluate and test questions. 7: 4474:Proportional hazards models 4418:Spectral density estimation 4400:Vector autoregression (VAR) 3834:Maximum posterior estimator 3066:Randomized controlled trial 2353:International Social Survey 518: 393:Translating a questionnaire 125: 77:with a view towards making 58:of individual units from a 10: 4925: 4234:Multivariate distributions 2654:Average absolute deviation 1775:, and Hand, D. J. (2008). 577:Questionnaire construction 212: 202:stratified random sampling 188: 68:questionnaire construction 29: 4848: 4748: 4702: 4639: 4592: 4555: 4551: 4538: 4510: 4492: 4459: 4450: 4408: 4355: 4316: 4265: 4256: 4222:Structural equation model 4177: 4134: 4130: 4105: 4064: 4030: 3984: 3951: 3913: 3880: 3876: 3852: 3792: 3701: 3620: 3584: 3575: 3558:Score/Lagrange multiplier 3543: 3496: 3441: 3367: 3358: 3168: 3164: 3151: 3110: 3084: 3036: 2991: 2973:Sample size determination 2938: 2934: 2921: 2825: 2780: 2754: 2736: 2692: 2644: 2564: 2555: 2551: 2538: 2520: 2437: 2401: 2383:The Phillips Academy Poll 2292: 2256: 2211:Exploratory data analysis 2181: 2101: 2064:Sample size determination 2009: 1959: 1591:10.1007/s00038-011-0323-z 963:10.1177/00131644211035436 497:, and a special issue in 491:, a special issue in the 355:Composing a questionnaire 239:Different methods create 89:, public-health surveys, 30:For the publication, see 4717:Environmental statistics 4239:Elliptical distributions 4032:Generalized linear model 3961:Simple linear regression 3731:Hodges–Lehmann estimator 3188:Probability distribution 3097:Stochastic approximation 2659:Coefficient of variation 1831:Leung, Wai-Ching (2001) 1665:10.1177/0894439319883393 1548:Public Opinion Quarterly 1521:Public Opinion Quarterly 1013:Harkness, Janet (2003). 906:10.1177/0013164420938457 849:10.1177/0013164419843576 458:social desirability bias 259:Personal in-home surveys 209:Modes of data collection 46:methods". As a field of 4377:Cross-correlation (XCF) 3985:Non-standard predictors 3419:Lehmann–ScheffĂŠ theorem 3092:Adaptive clinical trial 2324:Emerson College Polling 2216:Multivariate statistics 2059:Nonprobability sampling 1841:British Medical Journal 1800:. New York: Routledge. 462:survey response effects 408:European Social Surveys 337:Questionnaires as tools 278:Cross-sectional studies 27:Study of survey methods 4773:Mathematics portal 4594:Engineering statistics 4502:Nelson–Aalen estimator 4079:Analysis of covariance 3966:Ordinary least squares 3890:Pearson product-moment 3294:Statistical functional 3205:Empirical distribution 3038:Controlled experiments 2767:Frequency distribution 2545:Descriptive statistics 2333:European Social Survey 2315:Asian Barometer Survey 2206:Descriptive statistics 2091:Cross-sequential study 2044:Simple random sampling 1731:. Hoboken, NJ: Wiley. 1257:Kwantitatieve Methoden 541:Survey data collection 383:survey response effect 329: 283:correlational design. 215:Survey data collection 79:statistical inferences 73:Researchers carry out 64:survey data collection 52:human-research surveys 4904:Quantitative research 4689:Population statistics 4631:System identification 4365:Autocorrelation (ACF) 4293:Exponential smoothing 4207:Discriminant analysis 4202:Canonical correlation 4066:Partition of variance 3928:Regression validation 3772:(Jonckheere–Terpstra) 3671:Likelihood-ratio test 3360:Frequentist inference 3272:Location–scale family 3193:Sampling distribution 3158:Statistical inference 3125:Cross-sectional study 3112:Observational studies 3071:Randomized experiment 2900:Stem-and-leaf display 2702:Central limit theorem 2343:General Social Survey 2226:Statistical inference 2086:Cross-sectional study 1833:"Conducting a Survey" 1810:Groves, R.M. (1989). 1782:Dillman, D.A. (1978) 1269:Bogen, Karen (1996). 1232:Dillman, D.A. (1978) 1061:10.29115/SP-2018-0016 419:Nonresponse reduction 320: 138:sampling (statistics) 116:health-care provision 99:quantitative research 4612:Probabilistic design 4197:Principal components 4040:Exponential families 3992:Nonlinear regression 3971:General linear model 3933:Mixed effects models 3923:Errors and residuals 3900:Confounding variable 3802:Bayesian probability 3780:Van der Waerden test 3770:Ordered alternative 3535:Multiple comparisons 3414:Rao–Blackwellization 3377:Estimating equations 3333:Statistical distance 3051:Factorial experiment 2584:Arithmetic-Geometric 2264:Audience measurement 2201:Level of measurement 2034:Sampling for surveys 1917:at Wikimedia Commons 1882:New York: Routledge. 1496:10.1093/ijpor/edr026 1454:10.1093/ijpor/edn007 1178:Taylor & Francis 503:, and a book called 468:The role of big data 296:Longitudinal studies 4863:Sales force polling 4684:Official statistics 4607:Methods engineering 4288:Seasonal adjustment 4056:Poisson regressions 3976:Bayesian regression 3915:Regression analysis 3895:Partial correlation 3867:Regression analysis 3466:Prediction interval 3461:Likelihood interval 3451:Confidence interval 3443:Interval estimation 3404:Unbiased estimators 3222:Model specification 3102:Up-and-down designs 2790:Partial correlation 2746:Index of dispersion 2664:Interquartile range 2424:Pew Research Center 2393:World Values Survey 2136:Specification error 2054:Stratified sampling 1786:. New York: Wiley. 562:Official statistics 451:Interviewer effects 75:statistical surveys 4894:Survey methodology 4853:Executive opinions 4704:Spatial statistics 4584:Medical statistics 4484:First hitting time 4438:Whittle likelihood 4089:Degrees of freedom 4084:Multivariate ANOVA 4017:Heteroscedasticity 3829:Bayesian estimator 3794:Bayesian inference 3643:Kolmogorov–Smirnov 3528:Randomization test 3498:Testing hypotheses 3471:Tolerance interval 3382:Maximum likelihood 3277:Exponential family 3210:Density estimation 3170:Statistical theory 3130:Natural experiment 3076:Scientific control 2993:Survey methodology 2679:Standard deviation 2231:Statistical models 2131:Non-sampling error 2029:Statistical sample 1969:Collection methods 1915:Survey methodology 1872:(pp. 143–192) 1773:Mellenbergh, G. J. 663:Survey Methodology 624:Survey Methodology 592:Total survey error 533:Mathematics portal 376:Order of questions 330: 235:response accuracy. 104:public-information 48:applied statistics 40:Survey methodology 33:Survey Methodology 18:Statistical survey 4876: 4875: 4806: 4805: 4744: 4743: 4740: 4739: 4679:National accounts 4649:Actuarial science 4641:Social statistics 4534: 4533: 4530: 4529: 4526: 4525: 4461:Survival function 4446: 4445: 4308:Granger causality 4149:Contingency table 4124:Survival analysis 4101: 4100: 4097: 4096: 3953:Linear regression 3848: 3847: 3844: 3843: 3819:Credible interval 3788: 3787: 3571: 3570: 3387:Method of moments 3256:Parametric family 3217:Statistical model 3147: 3146: 3143: 3142: 3061:Random assignment 2983:Statistical power 2917: 2916: 2913: 2912: 2762:Contingency table 2732: 2731: 2599:Generalized/power 2480: 2479: 2196:Contingency table 2171:Processing errors 2156:Non-response bias 2146:Measurement error 2126:Systematic errors 1913:Media related to 1848:Current Sociology 1806:978-0-415-81762-2 1738:978-1-118-97632-6 811:Mellenbergh, G.J. 672:978-1-118-21134-2 611:Groves, Robert M. 500:EP J Data Science 185:Selecting samples 50:concentrating on 42:is "the study of 16:(Redirected from 4916: 4868:Consumer surveys 4833: 4826: 4819: 4810: 4809: 4794: 4793: 4782: 4781: 4771: 4770: 4756: 4755: 4659:Crime statistics 4553: 4552: 4540: 4539: 4457: 4456: 4423:Fourier analysis 4410:Frequency domain 4390: 4337: 4303:Structural break 4263: 4262: 4212:Cluster analysis 4159:Log-linear model 4132: 4131: 4107: 4106: 4048: 4022:Homoscedasticity 3878: 3877: 3854: 3853: 3773: 3765: 3757: 3756:(Kruskal–Wallis) 3741: 3726: 3681:Cross validation 3666: 3648:Anderson–Darling 3595: 3582: 3581: 3553:Likelihood-ratio 3545:Parametric tests 3523:Permutation test 3506:1- & 2-tails 3397:Minimum distance 3369:Point estimation 3365: 3364: 3316:Optimal decision 3267: 3166: 3165: 3153: 3152: 3135:Quasi-experiment 3085:Adaptive designs 2936: 2935: 2923: 2922: 2800:Rank correlation 2562: 2561: 2553: 2552: 2540: 2539: 2507: 2500: 2493: 2484: 2483: 2191:Categorical data 1945: 1938: 1931: 1922: 1921: 1912: 1743: 1742: 1724: 1718: 1717: 1714:EPJ Data Science 1706: 1700: 1699: 1684: 1678: 1677: 1667: 1643: 1637: 1636: 1634: 1633: 1619: 1613: 1612: 1602: 1570: 1564: 1563: 1543: 1537: 1536: 1516: 1510: 1509: 1507: 1479: 1473: 1472: 1470: 1464:. Archived from 1439: 1430: 1424: 1423: 1395: 1389: 1388: 1348: 1342: 1341: 1339: 1338: 1327: 1321: 1320: 1318: 1317: 1302: 1296: 1295: 1293: 1292: 1286: 1275: 1266: 1260: 1250: 1244: 1230: 1224: 1198: 1192: 1191: 1166: 1160: 1159: 1148: 1142: 1141: 1139: 1137: 1128: 1120: 1114: 1113: 1097: 1091: 1090: 1088: 1086: 1072: 1066: 1065: 1063: 1039: 1033: 1032: 1010: 1001: 1000: 982: 942: 936: 935: 925: 885: 879: 878: 868: 828: 822: 819:G.J. Mellenbergh 808: 799: 798: 778: 768: 677: 676: 658: 649: 648: 643: 641: 615:Fowler, Floyd J. 607: 535: 530: 529: 479:machine learning 412:sociolinguistics 270:Research designs 21: 4924: 4923: 4919: 4918: 4917: 4915: 4914: 4913: 4909:Product testing 4879: 4878: 4877: 4872: 4844: 4837: 4807: 4802: 4765: 4736: 4698: 4635: 4621:quality control 4588: 4570:Clinical trials 4547: 4522: 4506: 4494:Hazard function 4488: 4442: 4404: 4388: 4351: 4347:Breusch–Godfrey 4335: 4312: 4252: 4227:Factor analysis 4173: 4154:Graphical model 4126: 4093: 4060: 4046: 4026: 3980: 3947: 3909: 3872: 3871: 3840: 3784: 3771: 3763: 3755: 3739: 3724: 3703:Rank statistics 3697: 3676:Model selection 3664: 3622:Goodness of fit 3616: 3593: 3567: 3539: 3492: 3437: 3426:Median unbiased 3354: 3265: 3198:Order statistic 3160: 3139: 3106: 3080: 3032: 2987: 2930: 2928:Data collection 2909: 2821: 2776: 2750: 2728: 2688: 2640: 2557:Continuous data 2547: 2534: 2516: 2511: 2481: 2476: 2433: 2397: 2358:LatinobarĂłmetro 2288: 2274:Market research 2252: 2177: 2151:Response errors 2097: 2071:Research design 2039:Random sampling 2005: 1989:Semi-structured 1961:Data collection 1955: 1953:survey research 1949: 1905: 1850:46(4): iii-136. 1751: 1749:Further reading 1746: 1739: 1725: 1721: 1708: 1707: 1703: 1686: 1685: 1681: 1644: 1640: 1631: 1629: 1627:www.bigsurv.org 1621: 1620: 1616: 1571: 1567: 1544: 1540: 1517: 1513: 1480: 1476: 1468: 1437: 1431: 1427: 1412:10.2307/3088935 1396: 1392: 1349: 1345: 1336: 1334: 1329: 1328: 1324: 1315: 1313: 1303: 1299: 1290: 1288: 1284: 1273: 1267: 1263: 1251: 1247: 1231: 1227: 1199: 1195: 1188: 1167: 1163: 1150: 1149: 1145: 1135: 1133: 1126: 1122: 1121: 1117: 1098: 1094: 1084: 1082: 1074: 1073: 1069: 1048:Survey Practice 1040: 1036: 1029: 1011: 1004: 943: 939: 886: 882: 829: 825: 809: 802: 795: 769: 680: 673: 659: 652: 639: 637: 635: 619:Singer, Eleanor 608: 604: 600: 587:Social research 582:Ratio estimator 531: 524: 521: 511:and five other 470: 453: 421: 399:source language 395: 378: 366: 357: 348: 339: 315: 298: 289: 280: 272: 217: 211: 193: 191:Survey sampling 187: 142:survey sampling 133:survey research 128: 91:market-research 37: 28: 23: 22: 15: 12: 11: 5: 4922: 4912: 4911: 4906: 4901: 4896: 4891: 4874: 4873: 4871: 4870: 4865: 4860: 4855: 4849: 4846: 4845: 4836: 4835: 4828: 4821: 4813: 4804: 4803: 4801: 4800: 4788: 4776: 4762: 4749: 4746: 4745: 4742: 4741: 4738: 4737: 4735: 4734: 4729: 4724: 4719: 4714: 4708: 4706: 4700: 4699: 4697: 4696: 4691: 4686: 4681: 4676: 4671: 4666: 4661: 4656: 4651: 4645: 4643: 4637: 4636: 4634: 4633: 4628: 4623: 4614: 4609: 4604: 4598: 4596: 4590: 4589: 4587: 4586: 4581: 4576: 4567: 4565:Bioinformatics 4561: 4559: 4549: 4548: 4536: 4535: 4532: 4531: 4528: 4527: 4524: 4523: 4521: 4520: 4514: 4512: 4508: 4507: 4505: 4504: 4498: 4496: 4490: 4489: 4487: 4486: 4481: 4476: 4471: 4465: 4463: 4454: 4448: 4447: 4444: 4443: 4441: 4440: 4435: 4430: 4425: 4420: 4414: 4412: 4406: 4405: 4403: 4402: 4397: 4392: 4384: 4379: 4374: 4373: 4372: 4370:partial (PACF) 4361: 4359: 4353: 4352: 4350: 4349: 4344: 4339: 4331: 4326: 4320: 4318: 4317:Specific tests 4314: 4313: 4311: 4310: 4305: 4300: 4295: 4290: 4285: 4280: 4275: 4269: 4267: 4260: 4254: 4253: 4251: 4250: 4249: 4248: 4247: 4246: 4231: 4230: 4229: 4219: 4217:Classification 4214: 4209: 4204: 4199: 4194: 4189: 4183: 4181: 4175: 4174: 4172: 4171: 4166: 4164:McNemar's test 4161: 4156: 4151: 4146: 4140: 4138: 4128: 4127: 4103: 4102: 4099: 4098: 4095: 4094: 4092: 4091: 4086: 4081: 4076: 4070: 4068: 4062: 4061: 4059: 4058: 4042: 4036: 4034: 4028: 4027: 4025: 4024: 4019: 4014: 4009: 4004: 4002:Semiparametric 3999: 3994: 3988: 3986: 3982: 3981: 3979: 3978: 3973: 3968: 3963: 3957: 3955: 3949: 3948: 3946: 3945: 3940: 3935: 3930: 3925: 3919: 3917: 3911: 3910: 3908: 3907: 3902: 3897: 3892: 3886: 3884: 3874: 3873: 3870: 3869: 3864: 3858: 3850: 3849: 3846: 3845: 3842: 3841: 3839: 3838: 3837: 3836: 3826: 3821: 3816: 3815: 3814: 3809: 3798: 3796: 3790: 3789: 3786: 3785: 3783: 3782: 3777: 3776: 3775: 3767: 3759: 3743: 3740:(Mann–Whitney) 3735: 3734: 3733: 3720: 3719: 3718: 3707: 3705: 3699: 3698: 3696: 3695: 3694: 3693: 3688: 3683: 3673: 3668: 3665:(Shapiro–Wilk) 3660: 3655: 3650: 3645: 3640: 3632: 3626: 3624: 3618: 3617: 3615: 3614: 3606: 3597: 3585: 3579: 3577:Specific tests 3573: 3572: 3569: 3568: 3566: 3565: 3560: 3555: 3549: 3547: 3541: 3540: 3538: 3537: 3532: 3531: 3530: 3520: 3519: 3518: 3508: 3502: 3500: 3494: 3493: 3491: 3490: 3489: 3488: 3483: 3473: 3468: 3463: 3458: 3453: 3447: 3445: 3439: 3438: 3436: 3435: 3430: 3429: 3428: 3423: 3422: 3421: 3416: 3401: 3400: 3399: 3394: 3389: 3384: 3373: 3371: 3362: 3356: 3355: 3353: 3352: 3347: 3342: 3341: 3340: 3330: 3325: 3324: 3323: 3313: 3312: 3311: 3306: 3301: 3291: 3286: 3281: 3280: 3279: 3274: 3269: 3253: 3252: 3251: 3246: 3241: 3231: 3230: 3229: 3224: 3214: 3213: 3212: 3202: 3201: 3200: 3190: 3185: 3180: 3174: 3172: 3162: 3161: 3149: 3148: 3145: 3144: 3141: 3140: 3138: 3137: 3132: 3127: 3122: 3116: 3114: 3108: 3107: 3105: 3104: 3099: 3094: 3088: 3086: 3082: 3081: 3079: 3078: 3073: 3068: 3063: 3058: 3053: 3048: 3042: 3040: 3034: 3033: 3031: 3030: 3028:Standard error 3025: 3020: 3015: 3014: 3013: 3008: 2997: 2995: 2989: 2988: 2986: 2985: 2980: 2975: 2970: 2965: 2960: 2958:Optimal design 2955: 2950: 2944: 2942: 2932: 2931: 2919: 2918: 2915: 2914: 2911: 2910: 2908: 2907: 2902: 2897: 2892: 2887: 2882: 2877: 2872: 2867: 2862: 2857: 2852: 2847: 2842: 2837: 2831: 2829: 2823: 2822: 2820: 2819: 2814: 2813: 2812: 2807: 2797: 2792: 2786: 2784: 2778: 2777: 2775: 2774: 2769: 2764: 2758: 2756: 2755:Summary tables 2752: 2751: 2749: 2748: 2742: 2740: 2734: 2733: 2730: 2729: 2727: 2726: 2725: 2724: 2719: 2714: 2704: 2698: 2696: 2690: 2689: 2687: 2686: 2681: 2676: 2671: 2666: 2661: 2656: 2650: 2648: 2642: 2641: 2639: 2638: 2633: 2628: 2627: 2626: 2621: 2616: 2611: 2606: 2601: 2596: 2591: 2589:Contraharmonic 2586: 2581: 2570: 2568: 2559: 2549: 2548: 2536: 2535: 2533: 2532: 2527: 2521: 2518: 2517: 2510: 2509: 2502: 2495: 2487: 2478: 2477: 2475: 2474: 2473: 2472: 2467: 2462: 2457: 2452: 2444: 2438: 2435: 2434: 2432: 2431: 2426: 2421: 2416: 2411: 2405: 2403: 2399: 2398: 2396: 2395: 2390: 2385: 2380: 2375: 2370: 2365: 2360: 2355: 2350: 2345: 2340: 2335: 2330: 2325: 2322: 2317: 2312: 2307: 2302: 2296: 2294: 2290: 2289: 2287: 2286: 2284:Public opinion 2281: 2276: 2271: 2266: 2260: 2258: 2254: 2253: 2251: 2250: 2249: 2248: 2243: 2238: 2228: 2223: 2218: 2213: 2208: 2203: 2198: 2193: 2187: 2185: 2179: 2178: 2176: 2175: 2174: 2173: 2168: 2166:Pseudo-opinion 2163: 2161:Coverage error 2158: 2153: 2148: 2143: 2138: 2128: 2123: 2118: 2116:Standard error 2113: 2111:Sampling error 2107: 2105: 2099: 2098: 2096: 2095: 2094: 2093: 2088: 2083: 2078: 2068: 2067: 2066: 2061: 2056: 2051: 2049:Quota sampling 2046: 2041: 2031: 2026: 2024:Sampling frame 2021: 2015: 2013: 2007: 2006: 2004: 2003: 2002: 2001: 1996: 1991: 1986: 1976: 1971: 1965: 1963: 1957: 1956: 1948: 1947: 1940: 1933: 1925: 1919: 1918: 1904: 1903:External links 1901: 1900: 1899: 1892: 1883: 1876: 1873: 1858: 1851: 1844: 1829: 1822: 1808: 1794: 1780: 1766: 1750: 1747: 1745: 1744: 1737: 1719: 1701: 1679: 1658:(4): 484–488. 1638: 1614: 1585:(3): 643–647. 1565: 1560:10.1086/269352 1538: 1533:10.1086/269108 1511: 1490:(4): 530–543. 1474: 1471:on 2019-03-07. 1448:(1): 100–110. 1425: 1390: 1363:(2): 226–227. 1343: 1322: 1297: 1287:on Apr 2, 2013 1261: 1253:De Leeuw, E.D. 1245: 1225: 1214:Don A. Dillman 1206:Edith de Leeuw 1193: 1187:978-1138550865 1186: 1161: 1143: 1115: 1092: 1067: 1034: 1027: 1002: 957:(3): 465–481. 937: 880: 843:(1): 163–185. 823: 800: 793: 678: 671: 650: 633: 601: 599: 596: 595: 594: 589: 584: 579: 574: 569: 564: 559: 554: 548: 543: 537: 536: 520: 517: 469: 466: 452: 449: 440: 439: 436: 432: 429: 420: 417: 394: 391: 377: 374: 365: 362: 356: 353: 347: 344: 338: 335: 314: 313:Questionnaires 311: 297: 294: 288: 285: 279: 276: 271: 268: 267: 266: 263: 260: 257: 256:Mobile surveys 254: 253:Online surveys 251: 248: 237: 236: 233: 230: 227: 224: 213:Main article: 210: 207: 198:selection bias 189:Main article: 186: 183: 182: 181: 178: 175: 172: 169: 166: 163: 160: 127: 124: 97:all exemplify 87:public opinion 26: 9: 6: 4: 3: 2: 4921: 4910: 4907: 4905: 4902: 4900: 4899:Psychometrics 4897: 4895: 4892: 4890: 4887: 4886: 4884: 4869: 4866: 4864: 4861: 4859: 4858:Delphi method 4856: 4854: 4851: 4850: 4847: 4842: 4834: 4829: 4827: 4822: 4820: 4815: 4814: 4811: 4799: 4798: 4789: 4787: 4786: 4777: 4775: 4774: 4769: 4763: 4761: 4760: 4751: 4750: 4747: 4733: 4730: 4728: 4727:Geostatistics 4725: 4723: 4720: 4718: 4715: 4713: 4710: 4709: 4707: 4705: 4701: 4695: 4694:Psychometrics 4692: 4690: 4687: 4685: 4682: 4680: 4677: 4675: 4672: 4670: 4667: 4665: 4662: 4660: 4657: 4655: 4652: 4650: 4647: 4646: 4644: 4642: 4638: 4632: 4629: 4627: 4624: 4622: 4618: 4615: 4613: 4610: 4608: 4605: 4603: 4600: 4599: 4597: 4595: 4591: 4585: 4582: 4580: 4577: 4575: 4571: 4568: 4566: 4563: 4562: 4560: 4558: 4557:Biostatistics 4554: 4550: 4546: 4541: 4537: 4519: 4518:Log-rank test 4516: 4515: 4513: 4509: 4503: 4500: 4499: 4497: 4495: 4491: 4485: 4482: 4480: 4477: 4475: 4472: 4470: 4467: 4466: 4464: 4462: 4458: 4455: 4453: 4449: 4439: 4436: 4434: 4431: 4429: 4426: 4424: 4421: 4419: 4416: 4415: 4413: 4411: 4407: 4401: 4398: 4396: 4393: 4391: 4389:(Box–Jenkins) 4385: 4383: 4380: 4378: 4375: 4371: 4368: 4367: 4366: 4363: 4362: 4360: 4358: 4354: 4348: 4345: 4343: 4342:Durbin–Watson 4340: 4338: 4332: 4330: 4327: 4325: 4324:Dickey–Fuller 4322: 4321: 4319: 4315: 4309: 4306: 4304: 4301: 4299: 4298:Cointegration 4296: 4294: 4291: 4289: 4286: 4284: 4281: 4279: 4276: 4274: 4273:Decomposition 4271: 4270: 4268: 4264: 4261: 4259: 4255: 4245: 4242: 4241: 4240: 4237: 4236: 4235: 4232: 4228: 4225: 4224: 4223: 4220: 4218: 4215: 4213: 4210: 4208: 4205: 4203: 4200: 4198: 4195: 4193: 4190: 4188: 4185: 4184: 4182: 4180: 4176: 4170: 4167: 4165: 4162: 4160: 4157: 4155: 4152: 4150: 4147: 4145: 4144:Cohen's kappa 4142: 4141: 4139: 4137: 4133: 4129: 4125: 4121: 4117: 4113: 4108: 4104: 4090: 4087: 4085: 4082: 4080: 4077: 4075: 4072: 4071: 4069: 4067: 4063: 4057: 4053: 4049: 4043: 4041: 4038: 4037: 4035: 4033: 4029: 4023: 4020: 4018: 4015: 4013: 4010: 4008: 4005: 4003: 4000: 3998: 3997:Nonparametric 3995: 3993: 3990: 3989: 3987: 3983: 3977: 3974: 3972: 3969: 3967: 3964: 3962: 3959: 3958: 3956: 3954: 3950: 3944: 3941: 3939: 3936: 3934: 3931: 3929: 3926: 3924: 3921: 3920: 3918: 3916: 3912: 3906: 3903: 3901: 3898: 3896: 3893: 3891: 3888: 3887: 3885: 3883: 3879: 3875: 3868: 3865: 3863: 3860: 3859: 3855: 3851: 3835: 3832: 3831: 3830: 3827: 3825: 3822: 3820: 3817: 3813: 3810: 3808: 3805: 3804: 3803: 3800: 3799: 3797: 3795: 3791: 3781: 3778: 3774: 3768: 3766: 3760: 3758: 3752: 3751: 3750: 3747: 3746:Nonparametric 3744: 3742: 3736: 3732: 3729: 3728: 3727: 3721: 3717: 3716:Sample median 3714: 3713: 3712: 3709: 3708: 3706: 3704: 3700: 3692: 3689: 3687: 3684: 3682: 3679: 3678: 3677: 3674: 3672: 3669: 3667: 3661: 3659: 3656: 3654: 3651: 3649: 3646: 3644: 3641: 3639: 3637: 3633: 3631: 3628: 3627: 3625: 3623: 3619: 3613: 3611: 3607: 3605: 3603: 3598: 3596: 3591: 3587: 3586: 3583: 3580: 3578: 3574: 3564: 3561: 3559: 3556: 3554: 3551: 3550: 3548: 3546: 3542: 3536: 3533: 3529: 3526: 3525: 3524: 3521: 3517: 3514: 3513: 3512: 3509: 3507: 3504: 3503: 3501: 3499: 3495: 3487: 3484: 3482: 3479: 3478: 3477: 3474: 3472: 3469: 3467: 3464: 3462: 3459: 3457: 3454: 3452: 3449: 3448: 3446: 3444: 3440: 3434: 3431: 3427: 3424: 3420: 3417: 3415: 3412: 3411: 3410: 3407: 3406: 3405: 3402: 3398: 3395: 3393: 3390: 3388: 3385: 3383: 3380: 3379: 3378: 3375: 3374: 3372: 3370: 3366: 3363: 3361: 3357: 3351: 3348: 3346: 3343: 3339: 3336: 3335: 3334: 3331: 3329: 3326: 3322: 3321:loss function 3319: 3318: 3317: 3314: 3310: 3307: 3305: 3302: 3300: 3297: 3296: 3295: 3292: 3290: 3287: 3285: 3282: 3278: 3275: 3273: 3270: 3268: 3262: 3259: 3258: 3257: 3254: 3250: 3247: 3245: 3242: 3240: 3237: 3236: 3235: 3232: 3228: 3225: 3223: 3220: 3219: 3218: 3215: 3211: 3208: 3207: 3206: 3203: 3199: 3196: 3195: 3194: 3191: 3189: 3186: 3184: 3181: 3179: 3176: 3175: 3173: 3171: 3167: 3163: 3159: 3154: 3150: 3136: 3133: 3131: 3128: 3126: 3123: 3121: 3118: 3117: 3115: 3113: 3109: 3103: 3100: 3098: 3095: 3093: 3090: 3089: 3087: 3083: 3077: 3074: 3072: 3069: 3067: 3064: 3062: 3059: 3057: 3054: 3052: 3049: 3047: 3044: 3043: 3041: 3039: 3035: 3029: 3026: 3024: 3023:Questionnaire 3021: 3019: 3016: 3012: 3009: 3007: 3004: 3003: 3002: 2999: 2998: 2996: 2994: 2990: 2984: 2981: 2979: 2976: 2974: 2971: 2969: 2966: 2964: 2961: 2959: 2956: 2954: 2951: 2949: 2946: 2945: 2943: 2941: 2937: 2933: 2929: 2924: 2920: 2906: 2903: 2901: 2898: 2896: 2893: 2891: 2888: 2886: 2883: 2881: 2878: 2876: 2873: 2871: 2868: 2866: 2863: 2861: 2858: 2856: 2853: 2851: 2850:Control chart 2848: 2846: 2843: 2841: 2838: 2836: 2833: 2832: 2830: 2828: 2824: 2818: 2815: 2811: 2808: 2806: 2803: 2802: 2801: 2798: 2796: 2793: 2791: 2788: 2787: 2785: 2783: 2779: 2773: 2770: 2768: 2765: 2763: 2760: 2759: 2757: 2753: 2747: 2744: 2743: 2741: 2739: 2735: 2723: 2720: 2718: 2715: 2713: 2710: 2709: 2708: 2705: 2703: 2700: 2699: 2697: 2695: 2691: 2685: 2682: 2680: 2677: 2675: 2672: 2670: 2667: 2665: 2662: 2660: 2657: 2655: 2652: 2651: 2649: 2647: 2643: 2637: 2634: 2632: 2629: 2625: 2622: 2620: 2617: 2615: 2612: 2610: 2607: 2605: 2602: 2600: 2597: 2595: 2592: 2590: 2587: 2585: 2582: 2580: 2577: 2576: 2575: 2572: 2571: 2569: 2567: 2563: 2560: 2558: 2554: 2550: 2546: 2541: 2537: 2531: 2528: 2526: 2523: 2522: 2519: 2515: 2508: 2503: 2501: 2496: 2494: 2489: 2488: 2485: 2471: 2468: 2466: 2463: 2461: 2458: 2456: 2453: 2451: 2448: 2447: 2445: 2443: 2440: 2439: 2436: 2430: 2427: 2425: 2422: 2420: 2417: 2415: 2412: 2410: 2407: 2406: 2404: 2400: 2394: 2391: 2389: 2386: 2384: 2381: 2379: 2376: 2374: 2371: 2369: 2366: 2364: 2361: 2359: 2356: 2354: 2351: 2349: 2346: 2344: 2341: 2339: 2336: 2334: 2331: 2329: 2328:Eurobarometer 2326: 2323: 2321: 2318: 2316: 2313: 2311: 2308: 2306: 2305:Afrobarometer 2303: 2301: 2298: 2297: 2295: 2293:Major surveys 2291: 2285: 2282: 2280: 2277: 2275: 2272: 2270: 2267: 2265: 2262: 2261: 2259: 2255: 2247: 2244: 2242: 2239: 2237: 2234: 2233: 2232: 2229: 2227: 2224: 2222: 2221:Psychometrics 2219: 2217: 2214: 2212: 2209: 2207: 2204: 2202: 2199: 2197: 2194: 2192: 2189: 2188: 2186: 2184: 2183:Data analysis 2180: 2172: 2169: 2167: 2164: 2162: 2159: 2157: 2154: 2152: 2149: 2147: 2144: 2142: 2139: 2137: 2134: 2133: 2132: 2129: 2127: 2124: 2122: 2121:Sampling bias 2119: 2117: 2114: 2112: 2109: 2108: 2106: 2104: 2103:Survey errors 2100: 2092: 2089: 2087: 2084: 2082: 2079: 2077: 2074: 2073: 2072: 2069: 2065: 2062: 2060: 2057: 2055: 2052: 2050: 2047: 2045: 2042: 2040: 2037: 2036: 2035: 2032: 2030: 2027: 2025: 2022: 2020: 2017: 2016: 2014: 2012: 2008: 2000: 1997: 1995: 1992: 1990: 1987: 1985: 1982: 1981: 1980: 1977: 1975: 1974:Questionnaire 1972: 1970: 1967: 1966: 1964: 1962: 1958: 1954: 1946: 1941: 1939: 1934: 1932: 1927: 1926: 1923: 1916: 1911: 1907: 1906: 1897: 1894:Shackman, G. 1893: 1891: 1887: 1884: 1881: 1877: 1874: 1871: 1870:0-07-111655-9 1867: 1863: 1859: 1857: 1852: 1849: 1845: 1842: 1838: 1834: 1830: 1827: 1823: 1821: 1820:0-471-61171-9 1817: 1813: 1809: 1807: 1803: 1799: 1795: 1793: 1792:0-471-21555-4 1789: 1785: 1781: 1778: 1774: 1770: 1767: 1765: 1764:0-443-06163-7 1761: 1757: 1753: 1752: 1740: 1734: 1730: 1723: 1715: 1711: 1705: 1697: 1693: 1689: 1683: 1675: 1671: 1666: 1661: 1657: 1653: 1649: 1642: 1628: 1624: 1618: 1610: 1606: 1601: 1596: 1592: 1588: 1584: 1580: 1576: 1569: 1561: 1557: 1553: 1549: 1542: 1534: 1530: 1526: 1522: 1515: 1506: 1501: 1497: 1493: 1489: 1485: 1478: 1467: 1463: 1459: 1455: 1451: 1447: 1443: 1436: 1429: 1421: 1417: 1413: 1409: 1406:(1): 99–108. 1405: 1401: 1394: 1386: 1382: 1378: 1374: 1370: 1366: 1362: 1358: 1354: 1347: 1332: 1326: 1312: 1308: 1301: 1283: 1279: 1272: 1265: 1258: 1254: 1249: 1243: 1242:0-471-21555-4 1239: 1235: 1229: 1223: 1222:0-8058-5753-2 1219: 1215: 1211: 1207: 1203: 1197: 1189: 1183: 1179: 1176: 1172: 1165: 1157: 1153: 1147: 1132: 1125: 1119: 1111: 1107: 1103: 1096: 1081: 1077: 1071: 1062: 1057: 1053: 1049: 1045: 1038: 1030: 1028:0-471-38526-3 1024: 1020: 1016: 1009: 1007: 998: 994: 990: 986: 981: 976: 972: 968: 964: 960: 956: 952: 948: 941: 933: 929: 924: 919: 915: 911: 907: 903: 900:(1): 90–109. 899: 895: 891: 884: 876: 872: 867: 862: 858: 854: 850: 846: 842: 838: 834: 827: 820: 816: 812: 807: 805: 796: 794:9780078035180 790: 786: 782: 777: 776: 767: 765: 763: 761: 759: 757: 755: 753: 751: 749: 747: 745: 743: 741: 739: 737: 735: 733: 731: 729: 727: 725: 723: 721: 719: 717: 715: 713: 711: 709: 707: 705: 703: 701: 699: 697: 695: 693: 691: 689: 687: 685: 683: 674: 668: 664: 657: 655: 647: 636: 634:9780470465462 630: 626: 625: 620: 616: 612: 606: 602: 593: 590: 588: 585: 583: 580: 578: 575: 573: 570: 568: 565: 563: 560: 558: 555: 552: 549: 547: 544: 542: 539: 538: 534: 528: 523: 516: 514: 510: 509:Craig A. Hill 506: 502: 501: 496: 495: 490: 489: 484: 480: 475: 465: 463: 459: 448: 444: 437: 433: 430: 426: 425: 424: 416: 413: 409: 403: 400: 390: 388: 384: 373: 370: 361: 352: 343: 334: 328: 327:Thai language 324: 323:questionnaire 319: 310: 306: 302: 293: 284: 275: 264: 261: 258: 255: 252: 249: 246: 245: 244: 242: 234: 231: 228: 225: 222: 221: 220: 216: 206: 203: 199: 192: 179: 176: 173: 170: 167: 164: 161: 158: 157: 156: 153: 149: 147: 143: 139: 134: 123: 121: 117: 113: 109: 105: 100: 96: 92: 88: 84: 80: 76: 71: 69: 65: 61: 57: 53: 49: 45: 41: 35: 34: 19: 4867: 4839:Qualitative 4795: 4783: 4764: 4757: 4669:Econometrics 4619: / 4602:Chemometrics 4579:Epidemiology 4572: / 4545:Applications 4387:ARIMA model 4334:Q-statistic 4283:Stationarity 4179:Multivariate 4122: / 4118: / 4116:Multivariate 4114: / 4054: / 4050: / 3824:Bayes factor 3723:Signed rank 3635: 3609: 3601: 3589: 3284:Completeness 3120:Cohort study 3018:Opinion poll 2992: 2953:Missing data 2940:Study design 2895:Scatter plot 2817:Scatter plot 2810:Spearman's ρ 2772:Grouped data 2402:Associations 2279:Opinion poll 2257:Applications 2081:Cohort study 2010: 1994:Unstructured 1861: 1847: 1811: 1797: 1783: 1776: 1755: 1728: 1722: 1713: 1704: 1695: 1691: 1682: 1655: 1651: 1641: 1630:. Retrieved 1626: 1617: 1582: 1578: 1568: 1551: 1547: 1541: 1524: 1520: 1514: 1487: 1483: 1477: 1466:the original 1445: 1441: 1428: 1403: 1399: 1393: 1360: 1356: 1346: 1335:. Retrieved 1325: 1314:. Retrieved 1311:SurveyMonkey 1310: 1300: 1289:. Retrieved 1282:the original 1277: 1264: 1259:, 22, 41–48. 1256: 1248: 1233: 1228: 1216:). Erlbaum. 1201: 1196: 1170: 1164: 1155: 1146: 1134:. Retrieved 1130: 1118: 1109: 1105: 1095: 1083:. Retrieved 1079: 1070: 1051: 1047: 1037: 1014: 954: 950: 940: 897: 893: 883: 840: 836: 826: 774: 662: 645: 638:. Retrieved 623: 605: 557:Likert scale 504: 499: 492: 486: 471: 454: 445: 441: 422: 404: 396: 379: 371: 367: 358: 349: 340: 331: 307: 303: 299: 290: 281: 273: 241:mode effects 238: 218: 194: 154: 150: 129: 74: 72: 39: 38: 32: 4889:Forecasting 4841:forecasting 4797:WikiProject 4712:Cartography 4674:Jurimetrics 4626:Reliability 4357:Time domain 4336:(Ljung–Box) 4258:Time-series 4136:Categorical 4120:Time-series 4112:Categorical 4047:(Bernoulli) 3882:Correlation 3862:Correlation 3658:Jarque–Bera 3630:Chi-squared 3392:M-estimator 3345:Asymptotics 3289:Sufficiency 3056:Interaction 2968:Replication 2948:Effect size 2905:Violin plot 2885:Radar chart 2865:Forest plot 2855:Correlogram 2805:Kendall's τ 2338:Gallup Poll 2141:Frame error 2076:Panel study 2011:Methodology 1837:Student BMJ 1769:Adèr, H. J. 1554:(1): 1–28. 1527:(3): 1–28. 1054:(2): 1–10. 783:. pp.  781:McGraw Hill 567:Paid survey 483:data mining 265:Mixed modes 250:Mail (post) 146:respondents 4883:Categories 4664:Demography 4382:ARMA model 4187:Regression 3764:(Friedman) 3725:(Wilcoxon) 3663:Normality 3653:Lilliefors 3600:Student's 3476:Resampling 3350:Robustness 3338:divergence 3328:Efficiency 3266:(monotone) 3261:Likelihood 3178:Population 3011:Stratified 2963:Population 2782:Dependence 2738:Count data 2669:Percentile 2646:Dispersion 2579:Arithmetic 2514:Statistics 2470:Statistics 2460:Psychology 2269:Demography 2246:Structural 2241:Log-linear 1984:Structured 1632:2023-10-21 1505:2066/99794 1337:2013-10-03 1316:2017-11-08 1291:2013-03-19 1136:October 2, 1085:October 2, 598:References 507:edited by 112:psychology 110:research, 66:, such as 60:population 4045:Logistic 3812:posterior 3738:Rank sum 3486:Jackknife 3481:Bootstrap 3299:Bootstrap 3234:Parameter 3183:Statistic 2978:Statistic 2890:Run chart 2875:Pie chart 2870:Histogram 2860:Fan chart 2835:Bar chart 2717:L-moments 2604:Geometric 2465:Sociology 2446:Projects 2236:Graphical 1979:Interview 1674:0894-4393 1623:"BigSurv" 1236:. Wiley. 1175:Routledge 1112:(2): 1–4. 997:238718313 971:0013-1644 914:0013-1644 857:0013-1644 815:H.J. Adèr 640:27 August 247:Telephone 120:sociology 108:marketing 4759:Category 4452:Survival 4329:Johansen 4052:Binomial 4007:Isotonic 3594:(normal) 3239:location 3046:Blocking 3001:Sampling 2880:Q–Q plot 2845:Box plot 2827:Graphics 2722:Skewness 2712:Kurtosis 2684:Variance 2614:Heronian 2609:Harmonic 2455:Politics 2450:Business 2442:Category 1609:22116390 1462:33820854 1385:53281364 1377:30416040 1210:Joop Hox 989:35444340 932:33456063 875:31933497 519:See also 474:big data 321:A basic 126:Overview 95:censuses 56:sampling 4843:methods 4785:Commons 4732:Kriging 4617:Process 4574:studies 4433:Wavelet 4266:General 3433:Plug-in 3227:L space 3006:Cluster 2707:Moments 2525:Outline 1951:Social 1886:Surveys 1814:Wiley. 1600:3359459 1420:3088935 980:9014735 923:7797962 866:6943988 387:priming 325:in the 4654:Census 4244:Normal 4192:Manova 4012:Robust 3762:2-way 3754:1-way 3592:-test 3263:  2840:Biplot 2631:Median 2624:Lehmer 2566:Center 2019:Census 1999:Couple 1890:Curlie 1868:  1818:  1804:  1790:  1762:  1735:  1672:  1607:  1597:  1460:  1418:  1383:  1375:  1240:  1220:  1212:& 1204:(ed.s 1184:  1025:  995:  987:  977:  969:  930:  920:  912:  873:  863:  855:  817:& 791:  787:–175. 669:  631:  223:costs, 85:about 44:survey 4278:Trend 3807:prior 3749:anova 3638:-test 3612:-test 3604:-test 3511:Power 3456:Pivot 3249:shape 3244:scale 2694:Shape 2674:Range 2619:Heinz 2594:Cubic 2530:Index 1835:, in 1469:(PDF) 1458:S2CID 1438:(PDF) 1416:JSTOR 1381:S2CID 1285:(PDF) 1274:(PDF) 1127:(PDF) 1019:Wiley 993:S2CID 553:(EFM) 83:Polls 4511:Test 3711:Sign 3563:Wald 2636:Mode 2574:Mean 1898:2018 1866:ISBN 1816:ISBN 1802:ISBN 1788:ISBN 1760:ISBN 1733:ISBN 1670:ISSN 1605:PMID 1373:PMID 1238:ISBN 1218:ISBN 1182:ISBN 1138:2023 1087:2023 1023:ISBN 985:PMID 967:ISSN 928:PMID 910:ISSN 871:PMID 853:ISSN 789:ISBN 667:ISBN 642:2020 629:ISBN 481:and 140:and 118:and 3691:BIC 3686:AIC 1888:at 1839:, ( 1696:185 1660:doi 1595:PMC 1587:doi 1556:doi 1529:doi 1500:hdl 1492:doi 1450:doi 1408:doi 1365:doi 1056:doi 975:PMC 959:doi 918:PMC 902:doi 861:PMC 845:doi 785:161 4885:: 1771:, 1712:. 1694:. 1690:. 1668:. 1656:39 1654:. 1650:. 1625:. 1603:. 1593:. 1583:57 1581:. 1577:. 1552:57 1550:. 1525:52 1523:. 1498:. 1488:23 1486:. 1456:. 1446:20 1444:. 1440:. 1414:. 1404:67 1402:. 1379:. 1371:. 1361:15 1359:. 1355:. 1309:. 1276:. 1208:, 1180:. 1173:. 1154:. 1129:. 1110:10 1108:. 1104:. 1078:. 1052:11 1050:. 1046:. 1021:. 1017:. 1005:^ 991:. 983:. 973:. 965:. 955:82 953:. 949:. 926:. 916:. 908:. 898:81 896:. 892:. 869:. 859:. 851:. 841:80 839:. 835:. 803:^ 681:^ 653:^ 644:. 613:; 515:. 464:. 389:. 122:. 114:, 4832:e 4825:t 4818:v 3636:G 3610:F 3602:t 3590:Z 3309:V 3304:U 2506:e 2499:t 2492:v 1944:e 1937:t 1930:v 1741:. 1716:. 1676:. 1662:: 1635:. 1611:. 1589:: 1562:. 1558:: 1535:. 1531:: 1508:. 1502:: 1494:: 1452:: 1422:. 1410:: 1387:. 1367:: 1340:. 1319:. 1294:. 1190:. 1158:. 1140:. 1089:. 1064:. 1058:: 1031:. 999:. 961:: 934:. 904:: 877:. 847:: 797:. 675:. 36:. 20:)

Index

Statistical survey
Survey Methodology
survey
applied statistics
human-research surveys
sampling
population
survey data collection
questionnaire construction
statistical inferences
Polls
public opinion
market-research
censuses
quantitative research
public-information
marketing
psychology
health-care provision
sociology
survey research
sampling (statistics)
survey sampling
respondents
Survey sampling
selection bias
stratified random sampling
Survey data collection
mode effects

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