메뉴 건너뛰기




Volumn 43, Issue 3, 2011, Pages 800-813

The viability of crowdsourcing for survey research

Author keywords

Crowdsourcing; Industrial organizational psychology; Mechanical Turk; Personality; Sampling; Survey research

Indexed keywords

ARTICLE; BEHAVIORAL RESEARCH; HUMAN; INFORMATION PROCESSING; METHODOLOGY; PATIENT SELECTION; PERSONALITY; RESEARCH SUBJECT;

EID: 80052833420     PISSN: 1554351X     EISSN: 15543528     Source Type: Journal    
DOI: 10.3758/s13428-011-0081-0     Document Type: Article
Times cited : (848)

References (54)
  • 1
    • 81855181114 scopus 로고    scopus 로고
    • Amazon. com. Retrieved from
    • Amazon. com. (2010). Mechanical Turk, Retrieved from http://www. mturk. com/.
    • (2010) Mechanical Turk
  • 2
    • 0041853846 scopus 로고    scopus 로고
    • Applicant and recruiter reactions to new technology in selection: A critical review and agenda for future research
    • doi:10.1111/1468-2389.00235
    • Anderson, N. R. (2003). Applicant and recruiter reactions to new technology in selection: A critical review and agenda for future research. International Journal of Selection and Assessment, 11, 121-136. doi: 10. 1111/1468-2389. 00235.
    • (2003) International Journal of Selection and Assessment , vol.11 , pp. 121-136
    • Anderson, N.R.1
  • 3
    • 58149399477 scopus 로고    scopus 로고
    • Practical advice for conducting ethical online experiments and questionnaires for United States psychologists
    • doi:10.3758/BRM.40.4.1111
    • Barchard, K., & Williams, J. (2008). Practical advice for conducting ethical online experiments and questionnaires for United States psychologists. Behavior Research Methods, 40, 1111-1128. doi: 10. 3758/BRM. 40. 4. 1111.
    • (2008) Behavior Research Methods , vol.40 , pp. 1111-1128
    • Barchard, K.1    Williams, J.2
  • 4
    • 0001754058 scopus 로고
    • Impression management, social desirability, and computer administration of attitude questionnaires: Does the computer make a difference?
    • Booth-Kewley, S., Edwards, J. E., & Rosenfeld, P. (1992). Impression management, social desirability, and computer administration of attitude questionnaires: Does the computer make a difference? The Journal of Applied Psychology, 77, 562-566.
    • (1992) The Journal of Applied Psychology , vol.77 , pp. 562-566
    • Booth-Kewley, S.1    Edwards, J.E.2    Rosenfeld, P.3
  • 7
    • 33745026012 scopus 로고    scopus 로고
    • The measurement equivalence of web-based and paper-and-pencil measures of transformational leadership
    • doi:10.1177/1094428106287434
    • Cole, M. S., Bedeian, A. G., & Field, H. S. (2006). The measurement equivalence of web-based and paper-and-pencil measures of transformational leadership. Organizational Research Methods, 9, 339-368. doi: 10. 1177/1094428106287434.
    • (2006) Organizational Research Methods , vol.9 , pp. 339-368
    • Cole, M.S.1    Bedeian, A.G.2    Field, H.S.3
  • 8
    • 0041006432 scopus 로고
    • A new scale of social desirability independent of psychopathology
    • Crowne, D. P., & Marlowe, D. (1960). A new scale of social desirability independent of psychopathology. Journal of Consulting Psychology, 24, 349-354.
    • (1960) Journal of Consulting Psychology , vol.24 , pp. 349-354
    • Crowne, D.P.1    Marlowe, D.2
  • 9
    • 48149099644 scopus 로고    scopus 로고
    • Comparing online and lab methods in a problem-solving experiment
    • Dandurand, F., Shultz, T. R., & Onishi, K. H. (2008). Comparing online and lab methods in a problem-solving experiment. Behavior Research Methods, 40, 428-434.
    • (2008) Behavior Research Methods , vol.40 , pp. 428-434
    • Dandurand, F.1    Shultz, T.R.2    Onishi, K.H.3
  • 10
    • 61849144207 scopus 로고    scopus 로고
    • Measurement equivalence of paper-and-pencil and internet organizational surveys: A large-scale examination in 16 countries
    • doi:10.1111/j.1464-0597.2008.00350.x
    • DeBeuckalaer, A., & Lievens, F. (2009). Measurement equivalence of paper-and-pencil and internet organizational surveys: A large-scale examination in 16 countries. Applied Psychology, 58, 336-361. doi: 10. 1111/j. 1464-0597. 2008. 00350. x.
    • (2009) Applied Psychology , vol.58 , pp. 336-361
    • Debeuckalaer, A.1    Lievens, F.2
  • 12
    • 84965800106 scopus 로고
    • Statistical inference for coefficient alpha
    • doi:10.1177/014662168701100107
    • Feldt, L. S., Woodruff, D. J., & Salih, F. A. (1987). Statistical inference for coefficient alpha. Applied Psychological Measurement, 11, 93-103. doi: 10. 1177/014662168701100107.
    • (1987) Applied Psychological Measurement , vol.11 , pp. 93-103
    • Feldt, L.S.1    Woodruff, D.J.2    Salih, F.A.3
  • 13
    • 7544226428 scopus 로고    scopus 로고
    • Computer experience: A poor predictor of computer attitudes
    • doi:j.jrp.2004.09.009/j.chb.2003.11.010
    • Garland, K. J., & Noyes, J. M. (2004). Computer experience: A poor predictor of computer attitudes. Computers in Human Behavior, 20, 823-840. doi: 10. 1016/j. chb. 2003. 11. 010.
    • (2004) Computers in Human Behavior , vol.20 , pp. 823-840
    • Garland, K.J.1    Noyes, J.M.2
  • 14
    • 0002490643 scopus 로고    scopus 로고
    • A broad-bandwidth, public domain, personality inventory measuring the lower-level facets of several five-factor models
    • I. Mervielde, I. Deary, F. FruytDe, and F. Ostendorf (Eds.), Tilburg, The Netherlands: Tilburg University Press
    • Goldberg, L. R. (1999). A broad-bandwidth, public domain, personality inventory measuring the lower-level facets of several five-factor models. In I. Mervielde, I. Deary, F. De Fruyt, & F. Ostendorf (Eds.), Personality psychology in Europe vol. 7 (pp. 7-28). Tilburg, The Netherlands: Tilburg University Press.
    • (1999) Personality Psychology in Europe , vol.7 , pp. 7-28
    • Goldberg, L.R.1
  • 15
    • 0021921305 scopus 로고
    • The prediction of semantic consistency in self-descriptions: Characteristics of persons and terms that affect the consistency of responses to synonym and antonym pairs
    • doi:10.1037/0022-3514.48.1.82
    • Goldberg, L. R., & Kilkowski, J. M. (1985). The prediction of semantic consistency in self-descriptions: Characteristics of persons and terms that affect the consistency of responses to synonym and antonym pairs. Journal of Personality and Social Psychology, 48, 82-98. doi: 10. 1037/0022-3514. 48. 1. 82.
    • (1985) Journal of Personality and Social Psychology , vol.48 , pp. 82-98
    • Goldberg, L.R.1    Kilkowski, J.M.2
  • 16
    • 77954563244 scopus 로고    scopus 로고
    • Wired but not WEIRD: The promise of the Internet in reaching more diverse samples
    • doi:10.1017/S0140525X10000300
    • Gosling, S. D., Sandy, C. J., John, O. P., & Potter, J. (2010). Wired but not WEIRD: The promise of the Internet in reaching more diverse samples. Brain and Behavior Sciences, 33, 94-95. doi: 10. 1017/S0140525X10000300.
    • (2010) Brain and Behavior Sciences , vol.33 , pp. 94-95
    • Gosling, S.D.1    Sandy, C.J.2    John, O.P.3    Potter, J.4
  • 17
    • 80052851082 scopus 로고    scopus 로고
    • Paper presented at the NAACL Workshop on Creating Speech and Language Data With Amazon's Mechanical Turk, Los Angeles, CA
    • Heilman, M., & Smith, N. A. (2010). Rating computer-generated questions with Mechanical Turk. Paper presented at the NAACL Workshop on Creating Speech and Language Data With Amazon's Mechanical Turk, Los Angeles, CA.
    • (2010) Rating computer-generated questions with Mechanical Turk
    • Heilman, M.1    Smith, N.A.2
  • 18
    • 77954226237 scopus 로고    scopus 로고
    • Most people are not WEIRD
    • doi:10.1038/466029a
    • Henrich, J., Heine, S. J., & Norenzayan, A. (2010a). Most people are not WEIRD. Nature, 466, 2929. doi: 10. 1038/466029a.
    • (2010) Nature , vol.466 , pp. 2929
    • Henrich, J.1    Heine, S.J.2    Norenzayan, A.3
  • 20
    • 33847246935 scopus 로고    scopus 로고
    • The rise of crowdsourcing
    • Retrieved from
    • Howe, J. (2006). The rise of crowdsourcing. Wired Magazine, 14(6), Retrieved from http://www. wired. com/wired/archive/14. 06/crowds. html.
    • (2006) Wired Magazine , vol.14 , Issue.6
    • Howe, J.1
  • 21
    • 77956232955 scopus 로고    scopus 로고
    • Center for digital economy research working papers, 10. Retrieved from
    • Ipeirotis, P. G. (2010). Demographics of Mechanical Turk. Center for digital economy research working papers, 10. Retrieved from http://hdl. handle. net/2451/29585.
    • (2010) Demographics of Mechanical Turk
    • Ipeirotis, P.G.1
  • 22
    • 11344292755 scopus 로고    scopus 로고
    • Ascertaining the validity of individual protocols from Web-based personality inventories
    • doi:10.1016/j.jrp. 2004.09.009
    • Johnson, J. A. (2005). Ascertaining the validity of individual protocols from Web-based personality inventories. Journal of Research in Personality, 39, 103-129. doi: 10. 1016/j. jrp. 2004. 09. 009.
    • (2005) Journal of Research in Personality , vol.39 , pp. 103-129
    • Johnson, J.A.1
  • 23
    • 57649217556 scopus 로고    scopus 로고
    • Paper presented at the Proceeding of the Twenty-Sixth Annual SIGCHI Conference on Human Factors in Computing Systems, Florence, Italy
    • Kittur, A., Chi, E., Suh, B. (2008). Crowdsourcing user studies with Mechanical Turk. Paper presented at the Proceeding of the Twenty-Sixth Annual SIGCHI Conference on Human Factors in Computing Systems, Florence, Italy.
    • (2008) Crowdsourcing user studies with Mechanical Turk
    • Kittur, A.1    Chi, E.2    Suh, B.3
  • 24
    • 70449664489 scopus 로고    scopus 로고
    • Un(der)paid innovators: The commercial utilization of consumer work through crowdsourcing
    • Kleemann, F., Voß, G., & Rieder, K. (2008). Un(der)paid innovators: The commercial utilization of consumer work through crowdsourcing. Science Technology & Innovation Studies, 4, 5-26.
    • (2008) Science Technology & Innovation Studies , vol.4 , pp. 5-26
    • Kleemann, F.1    Voß, G.2    Rieder, K.3
  • 25
    • 1542381287 scopus 로고    scopus 로고
    • Psychological research online: Report of board of scientific affairs advisory group on the conduct of research on the Internet
    • doi:10.1037/0003-066X.59.2.105
    • Kraut, R., Olson, J., Banaji, M., Bruckman, A., Cohen, J., & Couper, M. (2004). Psychological research online: Report of board of scientific affairs advisory group on the conduct of research on the Internet. The American Psychologist, 59, 105-117. doi: 10. 1037/0003-066X. 59. 2. 105.
    • (2004) The American Psychologist , vol.59 , pp. 105-117
    • Kraut, R.1    Olson, J.2    Banaji, M.3    Bruckman, A.4    Cohen, J.5    Couper, M.6
  • 26
    • 73049115823 scopus 로고    scopus 로고
    • Stereotypes, bias, and personnel decisions: strange and stranger
    • doi:10.1111/j.1754-9434.2008.00071.x
    • Landy, F. J. (2008). Stereotypes, bias, and personnel decisions: strange and stranger. Industrial and Organizational Psychology: Perspectives on Science and Practice, 1, 379-392. doi: 10. 1111/j. 1754-9434. 2008. 00071. x.
    • (2008) Industrial and Organizational Psychology: Perspectives on Science and Practice , vol.1 , pp. 379-392
    • Landy, F.J.1
  • 27
    • 49249123915 scopus 로고    scopus 로고
    • AlphaTest: A windows program for tests of hypotheses about coefficient alpha
    • doi:10.1177/0146621607312307
    • Lautenschlager, G. J., & Meade, A. W. (2008). AlphaTest: A windows program for tests of hypotheses about coefficient alpha. Applied Psychological Measurement, 32, 502-503. doi: 10. 1177/0146621607312307.
    • (2008) Applied Psychological Measurement , vol.32 , pp. 502-503
    • Lautenschlager, G.J.1    Meade, A.W.2
  • 31
    • 77954634517 scopus 로고    scopus 로고
    • A taxonomy of effect size measures for the differential item functioning of items and scales
    • Meade, A. W. (2010). A taxonomy of effect size measures for the differential item functioning of items and scales. The Journal of Applied Psychology, 95, 728-743.
    • (2010) The Journal of Applied Psychology , vol.95 , pp. 728-743
    • Meade, A.W.1
  • 32
    • 34147108681 scopus 로고    scopus 로고
    • Are Internet and paper-and-pencil personality tests truly comparable? An experimental design measurement invariance study
    • doi:10.1177/1094428106289393
    • Meade, A. W., Michels, L. C., & Lautenschlager, G. J. (2007). Are Internet and paper-and-pencil personality tests truly comparable? An experimental design measurement invariance study. Organizational Research Methods, 10, 322-345. doi: 10. 1177/1094428106289393.
    • (2007) Organizational Research Methods , vol.10 , pp. 322-345
    • Meade, A.W.1    Michels, L.C.2    Lautenschlager, G.J.3
  • 33
    • 1042267797 scopus 로고    scopus 로고
    • Validating internet research: A test of the psychometric equivalence of internet and in-person samples
    • Meyerson, P., & Tryon, W. W. (2003). Validating internet research: A test of the psychometric equivalence of internet and in-person samples. Behavior Research Methods, Instruments, & Computers, 35, 614-620.
    • (2003) Behavior Research Methods, Instruments, & Computers , vol.35 , pp. 614-620
    • Meyerson, P.1    Tryon, W.W.2
  • 34
    • 0141872547 scopus 로고    scopus 로고
    • Web-based and paper-and-pencil testing of applicants in a proctored setting: are personality, biodata, and situational judgment tests comparable?
    • doi:10.1111/j.1744-6570.2003.tb00757.x
    • Ployhart, R. E., Weekley, J. A., Holtz, B. C., & Kemp, C. F. (2003). Web-based and paper-and-pencil testing of applicants in a proctored setting: are personality, biodata, and situational judgment tests comparable? PersonnelPsychology, 56, 733-752. doi: 10. 1111/j. 1744-6570. 2003. tb00757. x.
    • (2003) PersonnelPsychology , vol.56 , pp. 733-752
    • Ployhart, R.E.1    Weekley, J.A.2    Holtz, B.C.3    Kemp, C.F.4
  • 35
    • 34249941267 scopus 로고    scopus 로고
    • The Internet knowledge (iKnow) measure
    • doi:10.1016/j.chb.2006.05.003
    • Potosky, D. (2007). The Internet knowledge (iKnow) measure. Computers in Human Behavior, 23, 2760-2777. doi: 10. 1016/j. chb. 2006. 05. 003.
    • (2007) Computers in Human Behavior , vol.23 , pp. 2760-2777
    • Potosky, D.1
  • 36
    • 0032065033 scopus 로고    scopus 로고
    • The computer understanding and experience scale: A self-report measure of computer experience
    • Potosky, D., & Bobko, P. (1998). The computer understanding and experience scale: A self-report measure of computer experience. Computers in Human Behavior, 14, 337-348.
    • (1998) Computers in Human Behavior , vol.14 , pp. 337-348
    • Potosky, D.1    Bobko, P.2
  • 37
    • 84977052463 scopus 로고    scopus 로고
    • IRT-based internal measures of differential functioning of items and tests
    • Raju, N. S., van der Linden, W., & Fleer, P. F. (1995). IRT-based internal measures of differential functioning of items and tests. Applied Psychological Measurement, 19, 353-368.
    • (1998) Applied Psychological Measurement , vol.19 , pp. 353-368
    • Raju, N.S.1    van der Linden, W.2    Fleer, P.F.3
  • 38
    • 0036357346 scopus 로고    scopus 로고
    • Standards for internet-based experimenting
    • doi:10.1027//1618-3169.49.4.243
    • Reips, U. D. (2002). Standards for internet-based experimenting. Experimental Psychology, 49, 243-256. doi: 10. 1027//1618-3169. 49. 4. 243.
    • (2002) Experimental Psychology , vol.49 , pp. 243-256
    • Reips, U.D.1
  • 39
    • 0033211868 scopus 로고    scopus 로고
    • A meta-analytic study of social desirability distortion in computer-administered questionnaires, traditional questionnaires, and interviews
    • Richman, W., Kiesler, S., Weisband, S., & Drasgow, F. (1999). A meta-analytic study of social desirability distortion in computer-administered questionnaires, traditional questionnaires, and interviews. The Journal of Applied Psychology, 84, 754-775.
    • (1999) The Journal of Applied Psychology , vol.84 , pp. 754-775
    • Richman, W.1    Kiesler, S.2    Weisband, S.3    Drasgow, F.4
  • 40
    • 65649123021 scopus 로고    scopus 로고
    • The effects of referent item parameters on differential item functioning detection using the free baseline likelihood ratio test
    • Rivas, L., Gabriel, E., Stark, S., & Chernyshenko, O. S. (2009). The effects of referent item parameters on differential item functioning detection using the free baseline likelihood ratio test. Applied Psychological Measurement, 33, 251-265.
    • (2009) Applied Psychological Measurement , vol.33 , pp. 251-265
    • Rivas, L.1    Gabriel, E.2    Stark, S.3    Chernyshenko, O.S.4
  • 42
    • 0002723397 scopus 로고
    • Estimation of latent ability using a response pattern of graded scores
    • Samejima, F. (1969). Estimation of latent ability using a response pattern of graded scores. Psychometric Monograph, 17.
    • (1969) Psychometric Monograph , vol.17
    • Samejima, F.1
  • 43
  • 44
    • 79953709996 scopus 로고    scopus 로고
    • A validation of Amazon Mechanical Turk for the collection of acceptability judgments in linguistic theory
    • doi:10.3758/s13428-010-0039-7
    • Sprouse, J. (2011). A validation of Amazon Mechanical Turk for the collection of acceptability judgments in linguistic theory. Behavior Research Methods, 43, 155-167. doi: 10. 3758/s13428-010-0039-7.
    • (2011) Behavior Research Methods , vol.43 , pp. 155-167
    • Sprouse, J.1
  • 45
    • 0032219958 scopus 로고    scopus 로고
    • An empirical assessment of data collection using the internet
    • Stanton, J. M. (1998). An empirical assessment of data collection using the internet. Personnel Psychology., 51, 709-725.
    • (1998) Personnel Psychology , vol.51 , pp. 709-725
    • Stanton, J.M.1
  • 46
    • 0000665606 scopus 로고    scopus 로고
    • Using internet/intranet web pages to collect organizational research data
    • Stanton, J. M., & Rogelberg, S. G. (2001). Using internet/intranet web pages to collect organizational research data. Organizational Research Methods, 4, 200-217.
    • (2001) Organizational Research Methods , vol.4 , pp. 200-217
    • Stanton, J.M.1    Rogelberg, S.G.2
  • 48
    • 0001935002 scopus 로고
    • Detection of differential item functioning using the parameters of item response models
    • P. W. Holland and H. Wainer (Eds.), Hillsdale, NJ: Erlbaum
    • Thissen, D., Steinberg, L., & Wainer, H. (1993). Detection of differential item functioning using the parameters of item response models. In P. W. Holland & H. Wainer (Eds.), Differential item functioning (pp. 67-113). Hillsdale, NJ: Erlbaum.
    • (1993) Differential Item Functioning , pp. 67-113
    • Thissen, D.1    Steinberg, L.2    Wainer, H.3
  • 49
    • 34147128118 scopus 로고    scopus 로고
    • Employee surveys administered online: Attitudes toward the medium, nonresponse, and data representativeness
    • doi:10.1177/1094428106/294696
    • Thompson, L. F., & Surface, E. A. (2007). Employee surveys administered online: Attitudes toward the medium, nonresponse, and data representativeness. Organizational Research Methods, 10, 241-261. doi: 10. 1177/1094428106/294696.
    • (2007) Organizational Research Methods , vol.10 , pp. 241-261
    • Thompson, L.F.1    Surface, E.A.2
  • 50
    • 34147101646 scopus 로고    scopus 로고
    • Organization development and IT: Practicing OD in the virtual world
    • J. Waclawski and A. H. Church (Eds.), San Francisco: Jossey-Bass
    • Tippins, N. T. (2002). Organization development and IT: Practicing OD in the virtual world. In J. Waclawski & A. H. Church (Eds.), Organization development: A data-driven approach to organizational change (pp. 245-265). San Francisco: Jossey-Bass.
    • (2002) Organization Development: A Data-Driven Approach to Organizational Change , pp. 245-265
    • Tippins, N.T.1
  • 52
    • 80052847406 scopus 로고    scopus 로고
    • Turk and rescue
    • Turk and rescue. (2007). Economist, 384(8547), 97.
    • (2007) Economist , vol.384 , Issue.8547 , pp. 97
  • 53
    • 0031523870 scopus 로고    scopus 로고
    • Development and validation of a work domain goal orientation instrument
    • doi:10.1177/0013164497057006009
    • VandeWalle, D. (1997). Development and validation of a work domain goal orientation instrument. Educational and Psychological Measurement, 57, 995-1015. doi: 10. 1177/0013164497057006009.
    • (1997) Educational and Psychological Measurement , vol.57 , pp. 995-1015
    • Vandewalle, D.1
  • 54
    • 21344475822 scopus 로고
    • Generalizability of psychological research from undergraduates to employed adults
    • Ward, E. A. (1993). Generalizability of psychological research from undergraduates to employed adults. The Journal of Social Psychology, 133, 513-519.
    • (1993) The Journal of Social Psychology , vol.133 , pp. 513-519
    • Ward, E.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.