{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T22:40:53Z","timestamp":1772059253731,"version":"3.50.1"},"reference-count":39,"publisher":"Emerald","issue":"7","license":[{"start":{"date-parts":[[2014,11,4]],"date-time":"2014-11-04T00:00:00Z","timestamp":1415059200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,11,4]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-heading\">Purpose<\/jats:title><jats:p>\u2013 The purpose of this paper is to extend a traditional communication theory, spiral of silence, to explore the effects of user anonymity and member familiarity on opinion expression behaviour in a virtual environment.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Design\/methodology\/approach<\/jats:title><jats:p>\u2013 A laboratory experiment method was used to manipulate user anonymity, member familiarity, and opinion congruity to measure the willingness to express opinions concerning controversial topics.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Findings<\/jats:title><jats:p>\u2013 A total of 147 participants were recruited in the experiment. The results revealed that anonymous users in virtual communities and users in groups comprising familiar members are more willing to express inconsistent opinions than non-anonymous users and users in groups containing unfamiliar members, respectively. In addition, anonymous and non-anonymous users as well as users in groups comprising familiar members and those in groups containing unfamiliar members are equally willing to express consistent opinions.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Originality\/value<\/jats:title><jats:p>\u2013 This is the first study to verify the effect of user anonymity and member familiarity on the willingness to express opinions in online social communities. The findings have crucial implications regarding how governments and businesses can stimulate creativity and feedback through virtual communities.<\/jats:p><\/jats:sec>","DOI":"10.1108\/oir-03-2014-0076","type":"journal-article","created":{"date-parts":[[2014,11,11]],"date-time":"2014-11-11T04:04:35Z","timestamp":1415678675000},"page":"881-895","source":"Crossref","is-referenced-by-count":38,"title":["Speech or silence"],"prefix":"10.1108","volume":"38","author":[{"given":"Pin","family":"Luarn","sequence":"first","affiliation":[]},{"given":"Ai-Yun","family":"Hsieh","sequence":"additional","affiliation":[]}],"member":"140","reference":[{"key":"key2020122800011285800_b1","doi-asserted-by":"crossref","unstructured":"Adams, S.J. , Roch, S.G. and Ayman, R. (2005), \u201cCommunication medium and member familiarity: the effects on decision time, accuracy, and satisfaction\u201d, Small Group Research, Vol. 36 No. 3, pp. 321-353.","DOI":"10.1177\/1046496405275232"},{"key":"key2020122800011285800_b2","doi-asserted-by":"crossref","unstructured":"Barreto, M. and Ellemers, N. (2002), \u201cThe impact of anonymity and group identification on progroup behavior in computer-mediated group\u201d, Small Group Research, Vol. 33 No. 5, pp. 590-610.","DOI":"10.1177\/104649602237680"},{"key":"key2020122800011285800_b3","doi-asserted-by":"crossref","unstructured":"Best, S. and Krueger, B. (2005), \u201cAnalyzing the representativeness of internet political participation\u201d, Political Behavior, Vol. 27 No. 2, pp. 183-216.","DOI":"10.1007\/s11109-005-3242-y"},{"key":"key2020122800011285800_b4","doi-asserted-by":"crossref","unstructured":"Bowen, F. and Blackmon, K. (2003), \u201cSpirals of silence: the dynamic effects of diversity on organizational voice\u201d, Journal of Management Studies, Vol. 40 No. 6, pp. 1393-1417.","DOI":"10.1111\/1467-6486.00385"},{"key":"key2020122800011285800_b5","unstructured":"Crandall, M.H. and Ayres, J. (2002), \u201cCommunication apprehension and the spiral of silence\u201d, Journal of Northwest Communication Association, Vol. 31 No. 1, pp. 27-39."},{"key":"key2020122800011285800_b6","doi-asserted-by":"crossref","unstructured":"Domingo, D. (2008), \u201cInteractivity in the daily routines of online newsrooms: dealing with an uncomfortable myth\u201d, Journal of Computer-Mediated Communication, Vol. 13 No. 3, pp. 680-704.","DOI":"10.1111\/j.1083-6101.2008.00415.x"},{"key":"key2020122800011285800_b10","unstructured":"(The) Economist (2013), \u201cGoing nuclear: gays in Taiwan\u201d, 7 December, available at: www.economist.com\/news\/asia\/21591232-move-legalise-same-sex-marriage-provokes-surprisingly-large-backlash-going-nuclear (accessed 20 December 2013)."},{"key":"key2020122800011285800_b7","doi-asserted-by":"crossref","unstructured":"Gearhart, S. and Zhang, W. (2014), \u201cGay bullying and online opinion expression: testing spiral of silence in the social media environment\u201d, Social Science Computer Review, Vol. 32 No. 1, pp. 18-36.","DOI":"10.1177\/0894439313504261"},{"key":"key2020122800011285800_b8","doi-asserted-by":"crossref","unstructured":"Glynn, C.J. , Hayes, A.F. and Shanahan, J. (1997), \u201cPerceived support for one's opinions and willingness to speak out: a meta-analysis of survey studies on the \u2018spiral of silence\u2019\u201d, Public Opinion Quarterly, Vol. 61 No. 3, pp. 452-463.","DOI":"10.1086\/297808"},{"key":"key2020122800011285800_b9","doi-asserted-by":"crossref","unstructured":"Gruenfeld, D.H. , Mannix, E.A. , Williams, K.Y. and Neale, M. (1996), \u201cGroup composition and decision making: how member familiarity and information distribution affect process and performance\u201d, Organizational Behavior and Human Decision Processes, Vol. 67 No. 1, pp. 1-15.","DOI":"10.1006\/obhd.1996.0061"},{"key":"key2020122800011285800_b11","doi-asserted-by":"crossref","unstructured":"Hayes, A.F. , Shanahan, J. and Glynn, C.J. 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