Web Survey Bibliography
The increasing availability of digitized text presents enormous opportunities for social scientists. Yet hand coding many blogs, speeches, government records, newspapers, or other sources of unstructured text is infeasible. Although computer scientists have methods for automated content analysis, most are optimized to classify individual documents, whereas social scientists instead want generalizations about the population of documents, such as the proportion in a given category. Unfortunately, even a method with a high percent of individual documents correctly classified can be hugely biased when estimating category proportions. By directly optimizing for this social science goal, we develop a method that gives approximately unbiased estimates of category proportions even when the optimal classifier performs poorly. We illustrate with diverse data sets, including the daily expressed opinions of thousands of people about the U.S. presidency. We also make available software that implements our methods and large corpora of text for further analysis.
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Web survey bibliography - 2010 (251)
- Running experiments on Amazon Mechanical Turk; 2010; Paolacci, G., Chandler, J., Ipeirotis, P. G.
- Making Good Use of Survey Paradata; 2010; Lynn, P., Nicolaas, G.
- Questionnaire Length, Fatigue Effects and Response Quality Revisited; 2010; Cape, P. J.
- Preventing Satisficing in Online Surveys: A “Kapcha” to Ensure Higher Quality Data...; 2010; Chandler, D., Kapelner, A.
- Game on; 2010; Ewing, T.
- Respondent Engagement: How Much Does it Matter?; 2010
- The Internet and Social Inequalities; 2010; Mannon, S.E.; Witte, J. C.
- Need to Improve Routine HIV Testing of U.S. Veterans in Care: Results of an Internet Survey; 2010; Valdiserri, R. O., Nazi, K., McInnes, D. K., Ross, D., Kinsinger, L.
- The Prevalence of Chronic Pain in United States Adults: Results of an Internet-Based Survey; 2010; Johannes, C. B., Le, T. K., Zhou, X., Johnston, J. A., Dworkin, R. H.
- Response Rates in Organizational Science, 1995–2008: A Meta-analytic Review and Guidelines for...; 2010; Anseel, F., Lievens, F., Schollaert, E., Choragwicka, B.
- Marketing Research: Methodological Foundations; 2010; Iacobucci, D., Churchill, G.A. Jr.
- Computer Assisted Interview Testing Tool (CTT) - a review of new features and how the tool has improved...; 2010; Stark, R., Gatward, R.
- Address-based Sampling Nets Success for KnowledgePanel® Recruitment and Sample Representation; 2010; DiSogra, C.
- A method of automated nonparametric content analysis for social science; 2010; Hopkins, D. J., King, G.
- Developing a web explicit research strategy theory in African universities: a cross-comparison of specific...; 2010; Kirigha, K. A., Neema-A.
- The use of paradata to monitor and manage survey data collection; 2010; Kreuter, F., Couper, M. P., Lyberg, L. E.
- Mitigating Online Survey Nonresponse Error In Aviation Research; 2010; Ison, D. C.
- Optimizing response rates in online surveys; 2010; Kaczmirek, L.
- The Decision Maker's Guide to Online Research; 2010
- Mixed-Method Approaches to Social Network Analysis; 2010; Edwards, G.
- Measuring Intent to Participate and Participation in the 2010 Census and Their Correlates and Trends...; 2010; Pasek, J., Krosnick, J. A.
- Nonresponse and Measurement Error in Mobile Phone Surveys ; 2010; Kennedy, C.
- Wordle; 2010; Feinberg, J.
- What it takes to be a top 100 website; 2010
- Total Survey Error: past, present, and future; 2010; Groves, R. M., Lyberg, L. E.
- There is an app for that! A review of smartphone apps for marketing research; 2010; Michelson, M.
- The who, what, and where of America: Understanding the American Community Survey; 2010; Gaquin, D. A.
- The weirdest people in the world?; 2010; Heine, S. J., Henrich, J., Norenzayan, A.
- The state of online research in the U.S.; 2010; Miller, J.
- The psychology or survey response. An ASA webinar; 2010; Tourangeau, R.
- The psychology of survey response, 2nd Edition; 2010; Tourangeau, R., Bradburn, N. M.
- The multidimensional integral business survey response model; 2010; Bavdaz, M.
- The impact of next and back buttons on time to complete and measurement reliability in computer-based...; 2010; Hays, R. D., Bode, R., Rothrock, N., Riley, W., Cella, D., Gershon, R.
- The Gallup Poll: Public opinion 2009; 2010; Gallup, A. M.
- Surveying cultures: Discovering shared conceptions and sentiments; 2010; Heise, D. R.
- Site-intercpet survey best practices; 2010; Henning, J.
- Sampling: design and analysis, 2nd Edition; 2010; Lohr, S. L.
- Research synthesis. AAPOR report on online panels; 2010; Brick, J. M., Baker, R., Blumberg, S. J., Couper, M. P., Courtright, M., Dennis, J. M., Dillman, D....
- Recruiting probability samples for a multi-mode research panel with Internet and mail components; 2010; Rao, K.
- Real ID. State of The Art Representative and Repeatable Online Samples. Behaviorally Profiled Respondents...; 2010; Gittelman, S. H., Trimarchi, E.
- Randomized response and indirect questioning techniques in surveys; 2010; Chaudhuri, A.
- Protecting and accessing data from the survey of earned doctorates: A workshop summary; 2010; Plewes, T. J.
- Paradata: a new data source from web-administered measures; 2010; Sowan, A. K., Jenkins, L. S.
- Overview of data collection methodology; 2010
- On-the-go and in-the-moment. Mobile research offers speed, immediacy; 2010; Pferdekamper, T.
- Mixed-mode surveys; 2010; Dillman, D. A., Messer, B. L.
- Measuring the group quarters population in the American Community Survey: Interim report; 2010; Marton, K., Voss, P. R.
- Measures of interobserver agreement and reliability; 2010; Shoukri, M. M.
- Machines that lean how to code open ended survey data; 2010; Esuli, A., Sebastiani, F.
- Libraries nationwide receiving ALA-APA Library Salary Survey Invitation; 2010; Grady, J.