Social Science Computer Review最新文献_第10页

Not All Bots are Created Equal: The Impact of Bots Classification Techniques on Identification of Discursive Behaviors Around the COVID-19 Vaccine and Climate Change 并非所有的机器人都是平等的:机器人分类技术对识别COVID-19疫苗和气候变化周围话语行为的影响

IF 4.1 2区社会学

Social Science Computer Review Pub Date : 2023-07-06 DOI: 10.1177/08944393231188472

Rui Wang, Dror Walter, Y. Ophir

引用次数: 0

Integrating Human Insights Into Text Analysis: Semi-Supervised Topic Modeling of Emerging Food-Technology Businesses’ Brand Communication on Social Media 将人类洞察融入文本分析:新兴食品科技企业社交媒体品牌传播的半监督话题建模

IF 4.1 2区社会学

Social Science Computer Review Pub Date : 2023-06-26 DOI: 10.1177/08944393231184532

Leona Yi-Fan Su, Tianli Chen, Yee Man Margaret Ng, Ziyang Gong, Yi-Cheng Wang

{"title":"Integrating Human Insights Into Text Analysis: Semi-Supervised Topic Modeling of Emerging Food-Technology Businesses’ Brand Communication on Social Media","authors":"Leona Yi-Fan Su, Tianli Chen, Yee Man Margaret Ng, Ziyang Gong, Yi-Cheng Wang","doi":"10.1177/08944393231184532","DOIUrl":"https://doi.org/10.1177/08944393231184532","url":null,"abstract":"Textual social media data have become indispensable to researchers’ understanding of message strategies and other marketing practices. In a new departure for the field of brand communication, this study adopts and extends a semi-supervised machine-learning approach, guided latent Dirichlet allocation (LDA), which incorporates human insights into the discovery and classification of topics. We used it to analyze tweets from businesses involved with an emerging food technology, cultured meat, and delineated four key message strategies used by these brands: providing functional, educational, corporate social responsibility, and relational content. We further ascertained the relationships between brands and the key topics embedded in their Twitter data. A comparison of model performance suggests that guided LDA can be an advantageous alternative to traditional LDA, which is characterized by high efficiency and immense popularity among researchers, but—because of its unsupervised nature—yields findings that can be difficult to interpret. The present study therefore has critical theoretical and methodological implications for communication and marketing scholars.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":" ","pages":""},"PeriodicalIF":4.1,"publicationDate":"2023-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48475078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Incorporating Virtual Reality in Public Health Campaigns: COVID-19 as the Context 将虚拟现实融入公共卫生运动：以新冠肺炎为背景

IF 4.1 2区社会学

Social Science Computer Review Pub Date : 2023-06-21 DOI: 10.1177/08944393231185257

Zhan Xu, Veronica U. Weser, Luluo Peng, Mary Laffidy

{"title":"Incorporating Virtual Reality in Public Health Campaigns: COVID-19 as the Context","authors":"Zhan Xu, Veronica U. Weser, Luluo Peng, Mary Laffidy","doi":"10.1177/08944393231185257","DOIUrl":"https://doi.org/10.1177/08944393231185257","url":null,"abstract":"One of the greatest challenges for public health campaigns is communicating health risks due to the existence of psychological distance. Using COVID-19 as a context, this study designed and tested virtual reality (VR) campaigns based on construal level theory. It assessed the immediate and after-effects of VR on COVID-19 preventive intentions/behaviors and risk perceptions. A total of 120 participants were randomly assigned to see one of four messages: a VR message emphasizing self-interest, a VR message emphasizing other-interest, a print message emphasizing self-interest, or a print message emphasizing other-interest. Preventive intentions/behaviors were assessed at three different times: before, immediately after, and one week after the experimental treatment. Immediately following message exposure, participants exposed to the VR messages perceived a higher level of self-risk than those exposed to print messages. Disgust and fear mediated these effects. One week following message exposure, unvaccinated participants exposed to the VR messages had a higher intention to get vaccinated than those exposed to print messages. Recommendations on how to effectively utilize VR in health interventions are provided.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":" ","pages":""},"PeriodicalIF":4.1,"publicationDate":"2023-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49304160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Dynamic Analysis of the Timing of Survey Participation: An Application of Event History Analysis of the Stochastic Process of Response in a Probability-Based Multi-Wave Panel With Computer-Assisted Interview Modes 参与调查时间的动态分析:事件历史分析在基于概率的多波面板随机响应过程中的应用

IF 4.1 2区社会学

Social Science Computer Review Pub Date : 2023-06-14 DOI: 10.1177/08944393231183871

R. Becker

{"title":"Dynamic Analysis of the Timing of Survey Participation: An Application of Event History Analysis of the Stochastic Process of Response in a Probability-Based Multi-Wave Panel With Computer-Assisted Interview Modes","authors":"R. Becker","doi":"10.1177/08944393231183871","DOIUrl":"https://doi.org/10.1177/08944393231183871","url":null,"abstract":"The response patterns across the fieldwork period are analyzed in the context of a panel study with a sequential mixed-mode design including a self-administered online questionnaire and a computer-assisted telephone interview. Since the timing of participation is modelled as a stochastic process of individuals’ response behaviour, event history analysis is applied to reveal time-constant and time-varying factors that influence this process. Different distributions of panelists’ propensity for taking part in the web-based survey or, alternatively, in the computer-assisted telephone interview can be considered by hazard rate analysis. Piecewise constant rate models and analysis of sub-episodes demonstrate that it is possible to describe the time-related development of response rates by reference to individuals’ characteristics, resources and abilities, as well as panelists’ experience with previous panel waves. Finally, it is shown that exogenous factors, such as a mixed-mode survey design, the incentives offered to participants and the reminders that are sent out, contribute significantly to time-related response after the invitation to participate in a survey with a sequential mixed-mode design. Overall, this contribution calls for a dynamic analysis of response behaviour instead of the categorization of response groups.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":" ","pages":""},"PeriodicalIF":4.1,"publicationDate":"2023-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48816323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Emoji as a Social Presence Tool Among Arab Digital Media Users: Do the Demographic Variables of the Sender Play a Role? 表情符号作为阿拉伯数字媒体用户的社交存在工具:发送者的人口变量是否起作用?

IF 4.1 2区社会学

Social Science Computer Review Pub Date : 2023-06-13 DOI: 10.1177/08944393231181638

Shuaa Aljasir

引用次数: 0

Standby Ties that Mobilize: Social Media Platforms and Civic Engagement. 备用关系动员:社会媒体平台和公民参与。

IF 4.1 2区社会学

Social Science Computer Review Pub Date : 2023-06-01 DOI: 10.1177/08944393211067687

Shelley Boulianne

引用次数: 4

Translation and Validation of the Brief Inventory of Technology Self-Efficacy (BITS): Simplified and Traditional Chinese Versions 技术自我效能简要量表(BITS)的翻译与验证:简体中文版与繁体中文版

2区社会学

Social Science Computer Review Pub Date : 2023-05-30 DOI: 10.1177/08944393231176596

Arne Weigold, Ingrid K. Weigold, Xiangling Zhang, Ning Tang, Yun Kai Chong

{"title":"Translation and Validation of the Brief Inventory of Technology Self-Efficacy (BITS): Simplified and Traditional Chinese Versions","authors":"Arne Weigold, Ingrid K. Weigold, Xiangling Zhang, Ning Tang, Yun Kai Chong","doi":"10.1177/08944393231176596","DOIUrl":"https://doi.org/10.1177/08944393231176596","url":null,"abstract":"Computer self-efficacy (CSE) continues to be an important construct in research and application. Two measures of CSE, the Brief Inventory of Technology Self-Efficacy (BITS) and the Brief Inventory of Technology Self-Efficacy – Short Form (BITS-SF) were recently developed to correct for issues in other available measures. The BITS and BITS-SF were originally written in English, and their psychometric properties assessed in samples from the United States. The current two studies translated the BITS and BITS-SF into simplified Chinese (Mainland China) and traditional Chinese (Taiwan) and assessed their psychometric properties. In Study 1, 207 adults in Mainland China completed the simplified Chinese BITS and BITS-SF, as well as measures given to assess convergent, discriminant, and concurrent validity. In Study 2, 273 adults in Taiwan did the same, except that they completed the traditional Chinese BITS and BITS-SF. In both studies, the translated BITS showed evidence of a three-factor correlated structure, and the translated BITS-SF yielded several underlying classes consistent with theory and scoring interpretation. Additionally, the translated measures’ scores showed solid evidence of convergent, discriminant, and concurrent validity. The results replicate the findings using the original BITS and BITS-SF and extend them to simplified Chinese and traditional Chinese translated versions. These versions are recommended for use in research and applied settings to assess CSE and are available for use. Both the original and translated measures are available for download at www.bitssurvey.com .","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135642771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Seeded Sequential LDA: A Semi-Supervised Algorithm for Topic-Specific Analysis of Sentences 种子序列LDA:一种面向句子主题分析的半监督算法

IF 4.1 2区社会学

Social Science Computer Review Pub Date : 2023-05-29 DOI: 10.1177/08944393231178605

Kohei Watanabe, A. Baturo

引用次数: 1

The Impact of day of Mailing on Web Survey Response Rate and Response Speed 邮寄日对网络调查回复率和反应速度的影响

IF 4.1 2区社会学

Social Science Computer Review Pub Date : 2023-05-26 DOI: 10.1177/08944393231173887

Peter Lynn, A. Bianchi, A. Gaia

{"title":"The Impact of day of Mailing on Web Survey Response Rate and Response Speed","authors":"Peter Lynn, A. Bianchi, A. Gaia","doi":"10.1177/08944393231173887","DOIUrl":"https://doi.org/10.1177/08944393231173887","url":null,"abstract":"The day of the week on which sample members are invited to participate in a web survey might influence propensity to respond, or to respond promptly (within two days from the invitation). This effect could differ between sample members with different characteristics. We explore such effects using a large-scale experiment implemented on the Understanding Society Innovation Panel, in which some people received an invitation on a Monday and some on a Friday. Specifically, we test whether any effect of the invitation day is moderated by economic activity status (which may result in a different organisation of time by day of the week), previous participation in the panel, or whether the invitation was sent only by post or by post and email simultaneously. Overall, we do not find any effect of day of invitation in survey participation or in prompt participation. However, sample members who provided an email address, and, thus, were contacted by email in addition to postal letter, are less likely to participate if invited on Friday (email reminders: Sunday and Tuesday) as opposed to Monday (email reminders: Wednesday and Friday). Given that no difference between the two protocols is found for prompt response, the effect seems to be due to the day of mailing of reminders. With respect to sample members' economic activity status, those not having a job and the retired are less likely to participate when invited on a Friday; this result holds also for prompt participation, but only for retired respondents. Also, sample members who work long hours are less likely to participate when invited on a Friday; however, no effect is found for prompt response.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":" ","pages":""},"PeriodicalIF":4.1,"publicationDate":"2023-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46306503","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Integrating Street Views, Satellite Imageries and Remote Sensing Data Into Economics and the Social Sciences 将街景、卫星图像和遥感数据整合到经济学和社会科学中

IF 4.1 2区社会学

Social Science Computer Review Pub Date : 2023-05-26 DOI: 10.1177/08944393231178604

Guan Wang

引用次数: 0