Have a personal or library account? Click to login
Classifying Open-Ended Reports: Factors Affecting the Reliability of Occupation Codes Cover

Classifying Open-Ended Reports: Factors Affecting the Reliability of Occupation Codes

Open Access
|Mar 2016

References

  1. Andrews, M. 2005. “Who is Being Heard? Response Bias in Open-Ended Responses in a Large Government Employee Survey.” In Proceedings of the Section on Survey Research Methods: American Statistical Association, August, Minneapolis, MN, 3760-3766.
  2. Anker, R. 1998. Gender and Jobs: Sex Segregation of Occupations in the World. Geneva: International Labour Office.
  3. Barsalou, L.W. 1985. “Ideals, Central Tendency and Frequency of Instantiation as Determinants of Graded Structure in Categories.” Journal of Experimental Psychology: Learning, Memory and Cognition 11: 629-654.
  4. Biemer, P.P. and L.E. Lyberg. 2003. Introduction to Survey Quality. New York: Wiley.10.1002/0471458740
  5. Bjerk, D. 2007. “The Differing Nature of Black-White Wage Inequality Across Occupational Sectors.” The Journal of Human Resources 42: 398-434. Doi: http://dx.doi.org/10.3368/jhr.XLII.2.398.10.3368/jhr.XLII.2.398
  6. Bureau of Labor Statistics. 2014. “Revising the Standard Occupational Classification.” Working Paper. Available at: http://www.bls.gov/soc/revising_the_standard_occupational_classification_2018.pdf (accessed September 11, 2015).
  7. Bushnell, D. 1995. “Computer Assisted Occupation Coding.” Working Paper. Available at: http://www.blaiseusers.org/1995/papers/bushne95.pdf (accessed September 11, 2015).
  8. Campanelli, P.C., K. Thomson, N. Moon, and T. Staples. 1997. “The Quality of Occupational Coding in the United Kingdom.” In Survey Measurement and Process Quality, edited by L. Lyberg, P. Biemer, M. Collins, E. de Leeuw, and C. Dippo, 437-457. Hoboken, NJ: Wiley-Interscience.10.1002/9781118490013.ch19
  9. Cantor, D. and J. Esposito. 1992. “Evaluating Interviewer Style for Collecting Industry and Occupation Information.” In Proceedings of the Section on Survey Research Methods, August, Boston, MA, 661-666.
  10. Cawley, J.C. and G.T. Homce. 2003. “Occupational Electrical Injuries in the United States, 1992-1998, and Recommendations for Safety Research.” Journal of Safety Research 34: 241-248. Doi: http://dx.doi.org/10.1016/S0022-4375(03)00028-8.10.1016/S0022-4375(03)00028-8
  11. Couper, M.P. and F.G. Conrad. 1996. “Collecting Data to Facilitate the Classification of Occupations Using a Skill-Based Approach.” Paper presented at Fourth International Social Science Methodology Conference, July, Essex, UK. Ericsson, A. and H. Simon. 1993. Protocol Analysis: Verbal Reports as Data, rev. ed. Cambridge, MA: MIT Press.
  12. Esuli, A. and F. Sebastiani. 2010. “Machines that Learn to Code Open-Ended Survey Data.” International Journal of Market Research, 52: 775-800. Doi: http://dx.doi.org/10.2501/S147078531020165X.10.2501/S147078531020165X
  13. Grice, H.P. 1975. “Logic and Conversation.” In Syntax and Semantics: Volume 3, Speech Acts, edited by P. Cole and J.L. Morgan, 41-58. New York: Academic Press.10.1163/9789004368811_003
  14. Hak, T. and T. Bernts. 1996. “Coder Training: Theoretical Training or Practical Socialization?” Qualitative Sociology 19: 479-501. Doi: http://dx.doi.org/10.1007/BF02393420.10.1007/BF02393420
  15. Hammond, S.K., G. Sorensen, R. Youngstrom, and J.K. Ockene. 1995. “Occupational Exposure to Environmental Tobacco Smoke.” Journal of the American Medical Association 274: 956-960. Doi: http://dx.doi.org/10.1001/jama.1995.03530120048040.10.1001/jama.1995.03530120048040
  16. Heywood, J.S. and P.L. O’Halloran. 2005. “Racial Earnings Differentials and Performance Pay.” The Journal of Human Resources 40: 435-452. Doi: http://dx.doi.org/10.3368/jhr.XL.2.435.10.3368/jhr.XL.2.435
  17. Israel, G.D. 2010. “Effects of Answer Space Size on Responses to Open-Ended Questions in Mail Surveys.” Journal of Official Statistics 26: 271-285. Jones, N.A. and J. Bullock. 2012. “The Two or More Races Population: 2010.” 2010
  18. Census Briefs. Available at: https://www.census.gov/prod/cen2010/briefs/c2010br-13.pdf (accessed April 10, 2015).
  19. Kauppinen, T., J. Toikkanen, D. Pedersen, R. Young, W. Ahrens, P. Boffetta, J. Hansen, H. Kromhout, J.M. Blasco, D. Mirabelli, V. Orden-Rivera, B. Pannett, N. Plato, A. Savela, R. Vincent, and M. Kogevinas. 2000. “Occupational Exposure to Carcinogens in the European Union.” Occupational and Environmental Medicine 57: 10-18. Doi: http://dx.doi.org/10.1136/oem.57.1.10.10.1136/oem.57.1.10173985910711264
  20. Kromhout, H., E. Symanski, and S.M. Rappaport. 1993. “A Comprehensive Evaluation of Within- and Between-Worker Components of Occupational Exposure to Chemical Agents.” The Annals of Occupational Hygiene 37: 253-270. Doi: http://dx.doi.org/10.1093/annhyg/37.3.253.10.1093/annhyg/37.3.253
  21. Kunda, Z. and K.C. Oleson. 1995. “Maintaining Stereotypes in the Face of Disconfirmation: Constructing Grounds for Subtyping Deviants.” Journal of Personality and Social Psychology 68: 565-579. Doi: http://dx.doi.org/10.1037/0022-3514.68.4.565.10.1037/0022-3514.68.4.565
  22. Layne, L.A. 2004. “Occupational Injury Mortality Surveillance in the United States: An Examination of Census Counts from Two Different Surveillance Systems, 1992-1997.” American Journal of Industrial Medicine 45: 1-13. Doi: http://dx.doi.org/10.1002/ajim.10308.10.1002/ajim.10308
  23. Lettau, M.K. 2003. “New Estimates for Wage Rate Inequality Using the Employment Cost Index.” The Journal of Human Resources 38: 792-805. Doi: http://dx.doi.org/10.3368/jhr.XXXVIII.4.792.10.3368/jhr.XXXVIII.4.792
  24. Lyberg, L. and P. Dean. 1992. Automated Coding of Survey Responses: An International Review. R&D Reports, No. 2. Stockholm, Sweden: Statistics Sweden.
  25. Lyberg, L. and D. Kasprzyk. 1997. “Some Aspects of Post-Survey Processing.” In Survey Measurement and Process Quality, edited by L. Lyberg, P. Biemer, M. Collins, E. De Leeuw, C. Dippo, N. Schwarz, and D. Trewin, 353-370. New York: Wiley.10.1002/9781118490013.ch15
  26. Martin, J., D. Bushnell, P. Campanelli, and R. Thomas. 1995. “A Comparison of Interviewer and Office Coding of Occupations.” In Proceedings of the Section on Survey Research Methods: American Statistical Association, August, Orlando, FL, 1122-1127.
  27. Macchia, S. and M. D’Orazio. 2001. “A System to Monitor the Quality of Automated Coding of Textual Answers to Open Questions.” Research in Official Statistics 4: 7-21.
  28. Moscarini, G. and K. Thomsson. 2007. “Occupational and Job Mobility in the US.” The Scandinavian Journal of Economics 109: 807-836. Doi: http://dx.doi.org/10.1111/j.1467-9442.2007.00510.x.10.1111/j.1467-9442.2007.00510.x
  29. Norman, D.A. 1981. “Categorization of Action Slips.” Psychological Review 88: 1-15. Doi: http://dx.doi.org/10.1037/0033-295X.88.1.1.10.1037/0033-295X.88.1.1
  30. Reichard, A.A. and L.L. Jackson. 2010. “Occupational Injuries among Emergency Responders.” American Journal of Industrial Medicine 53: 1-11. Doi: http://dx.doi.org/10.1002/ajim.20772.10.1002/ajim.20772
  31. Rosch, E., C.B. Mervis, W.D. Gray, D.M. Johnson, and P. Boyes-Braem. 1976. “Basic Objects in Natural Categories.” Cognitive Psychology 8: 382-439. Doi: http://dx.doi.org/10.1016/0010-0285(76)90013-X.10.1016/0010-0285(76)90013-X
  32. Rosenthal, N. 1992. “Evaluating the 1990 Projections of Occupational Employment.” Monthly Labor Review 115: 32-48.
  33. Shniper, L. 2005. “Occupational Mobility, January 2004.” Monthly Labor Review 128: 30-35.
  34. Smyth, J.D., D.A. Dillman, L.M. Christian, and M. Mcbride. 2009. “Open-Ended Questions in Web Surveys: Can Increasing the Size of Answer Boxes and Providing Extra Verbal Instructions Improve Response Quality?” Public Opinion Quarterly 73: 325-337. Doi: http://dx.doi.org/10.1093/poq/nfp029.10.1093/poq/nfp029
  35. Sturgis, P. 2004. “The Effect of Coding Error on Time Use Survey Estimates.” Journal of Official Statistics 20: 467-480.
  36. Sudman, S., N. Bradburn, and N. Schwarz. 1996. Thinking About Answers: The Application of Cognitive Processes to Survey Methodology. San Francisco: Jossey-Bass Publishers.
  37. Tourangeau, R., L. Rips, and K. Rasinski. 2000. The Psychology of Survey Response. Cambridge: Cambridge University Press.10.1017/CBO9780511819322
  38. Tversky, A. and D. Kahneman. 1974. “Judgment Under Uncertainty: Heuristics and Biases.” Science 185: 1124-1131. Doi: http://dx.doi.org/10.1126/science.185.4157.1124.10.1126/science.185.4157.112417835457
  39. Tversky, A. and D. Kahneman. 1983. “Extensional Versus Intuitive Reasoning: The Conjunction Fallacy in Probability Judgment.” Psychological Review 90: 293-315. Doi: http://dx.doi.org/10.1037/0033-295X.90.4.293.10.1037/0033-295X.90.4.293
  40. U.S. Census Bureau. 2013. Current Population Survey Interviewing Manual. Available at: http://www.census.gov/prod/techdoc/cps/CPS_Manual_June2013.pdf (accessed September 11, 2015).
  41. U.S. Census Bureau. 2014. Current Population Survey (CPS) and American Community Survey (ACS): Coding Instructions for 2007/2010/2012 Industry and Occupation (I&O) Coding. Revision 2. October 1, 2014.
  42. Westat/AIR. 1989. Research on Industry and Occupation Questions in the Current Population Survey. Final Report to the Bureau of Labor Statistics. Washington, DC: Westat, Inc. and American Institutes for Research.
Language: English
Page range: 75 - 92
Submitted on: Feb 1, 2014
|
Accepted on: Oct 1, 2015
|
Published on: Mar 10, 2016
Published by: Sciendo
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2016 Frederick G. Conrad, Mick P. Couper, Joseph W. Sakshaug, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.